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    <link:label id="lab_us-gaap_PreferredStockSharesOutstanding_9a621dcf-a167-40e6-918c-7341eecf288a_terseLabel_en-US" xlink:label="lab_us-gaap_PreferredStockSharesOutstanding" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Preferred stock, shares outstanding (in shares)</link:label>
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    <link:label id="lab_nmfc_UniTekGlobalServicesIncMember_542f54ab-3111-407f-8d76-be3c363e526f_terseLabel_en-US" xlink:label="lab_nmfc_UniTekGlobalServicesIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">UniTek Global Services, Inc.</link:label>
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    <link:label id="lab_nmfc_RetainedEarningsAccumulatedNetInvestmentIncomeLossMember_ffdc99c9-02dc-42fe-8ab7-a097c1258846_terseLabel_en-US" xlink:label="lab_nmfc_RetainedEarningsAccumulatedNetInvestmentIncomeLossMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Accumulated Net Investment Income</link:label>
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    <link:label id="lab_us-gaap_InvestmentsFairValueDisclosure_5c1dd3f4-ff45-460b-9c36-c05955ad98d3_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentsFairValueDisclosure" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Total investments</link:label>
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    <link:label id="lab_nmfc_InvestmentOwnedNonaccrualNumberOfInvestments_2a2da51b-9f54-4fb2-b6d8-76f9941ed10f_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentOwnedNonaccrualNumberOfInvestments" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Number of investments on non-accrual</link:label>
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    <link:label id="lab_us-gaap_TechnologySectorMember_0c0f99c4-bd87-4295-b1d6-687ad1ebe7d7_terseLabel_en-US" xlink:label="lab_us-gaap_TechnologySectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Information Technology</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentAxis_83eee116-f849-4aa4-b673-534d5d30ec72_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument [Axis]</link:label>
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    <link:label id="lab_us-gaap_PreferredStockDividendRatePercentage_18ddfeda-9f91-4cc2-9f68-17db9ae1a300_terseLabel_en-US" xlink:label="lab_us-gaap_PreferredStockDividendRatePercentage" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Preferred equity dividend rate</link:label>
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    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesDividendReinvestmentPlan_e234bad9-48e0-47f4-809e-c45a2e9bb204_terseLabel_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesDividendReinvestmentPlan" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Shares issued from the reinvestment of distributions (in shares)</link:label>
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    <link:label id="lab_nmfc_USD15000SBAGuaranteedDebenturesIssuedSeptember2018Member_e9f31a0f-f664-468c-889a-e15e41a331b8_terseLabel_en-US" xlink:label="lab_nmfc_USD15000SBAGuaranteedDebenturesIssuedSeptember2018Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">$15,000 SBA-guaranteed debentures, Issued September 2018</link:label>
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    <link:label id="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_f259cd64-7f63-4f34-9635-074d2d8913a0_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Maximum borrowing capacity</link:label>
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    <link:label id="lab_nmfc_AssetCoverageRequiredRatioMinimum_d99e97aa-c14e-4daa-a788-5dbc63a04a66_terseLabel_en-US" xlink:label="lab_nmfc_AssetCoverageRequiredRatioMinimum" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Minimum asset coverage ratio</link:label>
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    <link:label id="lab_us-gaap_InvestmentCompanyNetAssetsRollForward_3ea95366-b5d0-4bb0-8f1a-59987f27f6f9_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyNetAssetsRollForward" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Net Assets [Roll Forward]</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentCompanyNetAssetsRollForward" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentCompanyNetAssetsRollForward"/>
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    <link:label id="lab_nmfc_CGGroupHoldingsLLCMember_f7ad6760-9510-41cc-bbe8-42c9b9b315a1_terseLabel_en-US" xlink:label="lab_nmfc_CGGroupHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">CG Group Holdings, LLC</link:label>
    <link:label id="lab_nmfc_CGGroupHoldingsLLCMember_label_en-US" xlink:label="lab_nmfc_CGGroupHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">CG Group Holdings, LLC [Member]</link:label>
    <link:label id="lab_nmfc_CGGroupHoldingsLLCMember_documentation_en-US" xlink:label="lab_nmfc_CGGroupHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">CG Group Holdings, LLC</link:label>
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    <link:label id="lab_us-gaap_LongTermDebtWeightedAverageInterestRateOverTime_e8682f2f-6d37-494f-8c5f-df61a651faff_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtWeightedAverageInterestRateOverTime" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Weighted average interest rate</link:label>
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    <link:label id="lab_nmfc_InvestmentCompanyPerShareDataAbstract_cda33f01-62b4-431f-8d94-45afc36e7273_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentCompanyPerShareDataAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Per share data:</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_InvestmentCompanyNonconsolidatedSubsidiaryAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_InvestmentCompanyNonconsolidatedSubsidiaryAxis"/>
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    <link:label id="lab_us-gaap_ManagementFeeExpense_label_en-US" xlink:label="lab_us-gaap_ManagementFeeExpense" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Management Fee Expense</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ManagementFeeExpense" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ManagementFeeExpense"/>
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    <link:label id="lab_us-gaap_AdditionalPaidInCapital_c43acd81-ee58-4f21-9bc5-6852093d47a1_terseLabel_en-US" xlink:label="lab_us-gaap_AdditionalPaidInCapital" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Paid in capital in excess of par</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AdditionalPaidInCapital" xlink:to="lab_us-gaap_AdditionalPaidInCapital" xlink:type="arc" order="1"/>
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    <link:loc xlink:type="locator" xlink:label="loc_nmfc_IncreaseDecreaseInDeferredIncomeTaxLiability" xlink:href="nmfc-20230331.xsd#nmfc_IncreaseDecreaseInDeferredIncomeTaxLiability"/>
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    <link:label id="lab_nmfc_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetSalesAndSettlements_056067ad-9089-4f99-a585-bd04a13013f6_negatedTerseLabel_en-US" xlink:label="lab_nmfc_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetSalesAndSettlements" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Proceeds from sales and paydowns of investments</link:label>
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    <link:label id="lab_us-gaap_FairValueDisclosureItemAmountsDomain_f3c30878-959a-4f9c-b21b-a4935d529e34_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueDisclosureItemAmountsDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value Measurement [Domain]</link:label>
    <link:label id="lab_us-gaap_FairValueDisclosureItemAmountsDomain_label_en-US" xlink:label="lab_us-gaap_FairValueDisclosureItemAmountsDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value Measurement [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueDisclosureItemAmountsDomain" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueDisclosureItemAmountsDomain"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueDisclosureItemAmountsDomain" xlink:to="lab_us-gaap_FairValueDisclosureItemAmountsDomain" xlink:type="arc" order="1"/>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_TransfersAndServicingOfFinancialInstrumentsTypesOfFinancialInstrumentsDomain" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_TransfersAndServicingOfFinancialInstrumentsTypesOfFinancialInstrumentsDomain"/>
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    <link:label id="lab_nmfc_RetainedEarningsAccumulatedNetRealizedGainLossMember_4f6da6de-514a-4fec-9d78-a9bfcb48205a_terseLabel_en-US" xlink:label="lab_nmfc_RetainedEarningsAccumulatedNetRealizedGainLossMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Accumulated Net Realized (Losses) Gains</link:label>
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    <link:label id="lab_nmfc_RetainedEarningsAccumulatedNetRealizedGainLossMember_documentation_en-US" xlink:label="lab_nmfc_RetainedEarningsAccumulatedNetRealizedGainLossMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Retained Earnings, Accumulated Net Realized Gain (Loss)</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_02644c9b-a548-4d91-a248-feafd84a070e_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest rate margin</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument, Basis Spread on Variable Rate</link:label>
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    <link:label id="lab_nmfc_ACIGroupHoldingsIncMember_baad8112-b04b-4cfc-80a0-c2ad3d287e25_terseLabel_en-US" xlink:label="lab_nmfc_ACIGroupHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">ACI Group Holdings, Inc.</link:label>
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    <link:label id="lab_srt_RangeMember_5cb3f940-0f57-44a2-b176-2794a4371e05_terseLabel_en-US" xlink:label="lab_srt_RangeMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Statistical Measurement [Domain]</link:label>
    <link:label id="lab_srt_RangeMember_label_en-US" xlink:label="lab_srt_RangeMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Statistical Measurement [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_srt_RangeMember" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_RangeMember"/>
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    <link:label id="lab_us-gaap_IncomeTaxesPaid_3b7d7296-fdfb-48b2-a347-e4f7bbd43bfa_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxesPaid" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Income taxes paid</link:label>
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    <link:label id="lab_nmfc_UnsecuredNotesEffectiveJanuary2018Member_eaba8247-1365-4179-b38d-96891b2d0eb8_terseLabel_en-US" xlink:label="lab_nmfc_UnsecuredNotesEffectiveJanuary2018Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">2018A Unsecured Notes</link:label>
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    <link:label id="lab_nmfc_ManagementAndServiceFeesNumberOfComponents_b699c6da-2421-4263-84bc-c5da96c2fae6_terseLabel_en-US" xlink:label="lab_nmfc_ManagementAndServiceFeesNumberOfComponents" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Number of fee components</link:label>
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    <link:label id="lab_us-gaap_DebtSecuritiesMember_0f7d7b4c-1200-4fc7-b31b-f3bc633d2bbd_terseLabel_en-US" xlink:label="lab_us-gaap_DebtSecuritiesMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Investments</link:label>
    <link:label id="lab_us-gaap_DebtSecuritiesMember_label_en-US" xlink:label="lab_us-gaap_DebtSecuritiesMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Securities [Member]</link:label>
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    <link:label id="lab_nmfc_DrawnRevolvingCreditFacilitiesMember_495e07c9-fb34-4cb1-9f8f-2d7c64d3050e_terseLabel_en-US" xlink:label="lab_nmfc_DrawnRevolvingCreditFacilitiesMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Drawn revolving credit facilities</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SubsequentEventTypeAxis" xlink:to="lab_us-gaap_SubsequentEventTypeAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_DividendIncomeOperating_09a3b75d-9a6f-415d-b94b-cd184cf1288c_verboseLabel_en-US" xlink:label="lab_us-gaap_DividendIncomeOperating" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Dividend Income</link:label>
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    <link:label id="lab_us-gaap_DividendIncomeOperating_label_en-US" xlink:label="lab_us-gaap_DividendIncomeOperating" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Dividend Income, Operating</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DividendIncomeOperating" xlink:to="lab_us-gaap_DividendIncomeOperating" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_NetInvestmentIncome_efcf5d43-c3a4-49a9-b2fa-96c22a68314f_totalLabel_en-US" xlink:label="lab_us-gaap_NetInvestmentIncome" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net investment income before income taxes</link:label>
    <link:label id="lab_us-gaap_NetInvestmentIncome_ed8412e6-0c82-4d1e-b633-0952b6977618_terseLabel_en-US" xlink:label="lab_us-gaap_NetInvestmentIncome" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net investment income before income taxes</link:label>
    <link:label id="lab_us-gaap_NetInvestmentIncome_label_en-US" xlink:label="lab_us-gaap_NetInvestmentIncome" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net Investment Income</link:label>
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    <link:label id="lab_nmfc_NMYILLCMember_61e1c727-01e5-4f5f-bc06-bce93044fbe4_verboseLabel_en-US" xlink:label="lab_nmfc_NMYILLCMember" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM YI LLC</link:label>
    <link:label id="lab_nmfc_NMYILLCMember_91921135-a014-4e00-a98f-52a90b6f820e_terseLabel_en-US" xlink:label="lab_nmfc_NMYILLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM YI, LLC</link:label>
    <link:label id="lab_nmfc_NMYILLCMember_label_en-US" xlink:label="lab_nmfc_NMYILLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM YI LLC [Member]</link:label>
    <link:label id="lab_nmfc_NMYILLCMember_documentation_en-US" xlink:label="lab_nmfc_NMYILLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM YI LLC</link:label>
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    <link:label id="lab_us-gaap_EquityComponentDomain_ecb8a530-410d-4ba5-8fbf-4ffd99aeef06_terseLabel_en-US" xlink:label="lab_us-gaap_EquityComponentDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Equity Component [Domain]</link:label>
    <link:label id="lab_us-gaap_EquityComponentDomain_label_en-US" xlink:label="lab_us-gaap_EquityComponentDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Equity Component [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EquityComponentDomain" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_EquityComponentDomain"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityComponentDomain" xlink:to="lab_us-gaap_EquityComponentDomain" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_SubsequentEventTypeDomain_00c71400-61ef-42c1-8698-1d312c8c1817_terseLabel_en-US" xlink:label="lab_us-gaap_SubsequentEventTypeDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Subsequent Event Type [Domain]</link:label>
    <link:label id="lab_us-gaap_SubsequentEventTypeDomain_label_en-US" xlink:label="lab_us-gaap_SubsequentEventTypeDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Subsequent Event Type [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SubsequentEventTypeDomain" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SubsequentEventTypeDomain"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SubsequentEventTypeDomain" xlink:to="lab_us-gaap_SubsequentEventTypeDomain" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentCompanyFeePaidIndirectly_2a2503c2-79a3-43c0-a218-a6dae3235d51_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyFeePaidIndirectly" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Indirect administrative expenses</link:label>
    <link:label id="lab_us-gaap_InvestmentCompanyFeePaidIndirectly_label_en-US" xlink:label="lab_us-gaap_InvestmentCompanyFeePaidIndirectly" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Fee Paid Indirectly</link:label>
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    <link:label id="lab_us-gaap_MeasurementInputDiscountRateMember_40a1e93e-0eb2-4f82-87cb-83b66f27755a_terseLabel_en-US" xlink:label="lab_us-gaap_MeasurementInputDiscountRateMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Discount rate</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_MeasurementInputDiscountRateMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_MeasurementInputDiscountRateMember"/>
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    <link:label id="lab_us-gaap_DebtInstrumentRedemptionPricePercentage_1f6e0c24-55d5-4d1e-9ef5-7f185afa11f1_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentRedemptionPricePercentage" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Redemption as a percentage of principal</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DebtInstrumentRedemptionPricePercentage" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_DebtInstrumentRedemptionPricePercentage"/>
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    <link:label id="lab_srt_OwnershipAxis_11a4c86b-a07b-40c0-9de5-12ac967f3a68_terseLabel_en-US" xlink:label="lab_srt_OwnershipAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Ownership [Axis]</link:label>
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    <link:label id="lab_nmfc_EducationManagementIILLCMember_9204ddd1-d626-4057-8be3-97368bcaa259_terseLabel_en-US" xlink:label="lab_nmfc_EducationManagementIILLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Education Management II LLC</link:label>
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    <link:label id="lab_us-gaap_RelatedPartyTransactionRate_2f473ce1-7ecb-4d54-a5ce-b40555fb1f6e_terseLabel_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionRate" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest rate</link:label>
    <link:label id="lab_us-gaap_RelatedPartyTransactionRate_label_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionRate" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Related Party Transaction, Rate</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RelatedPartyTransactionRate" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RelatedPartyTransactionRate"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RelatedPartyTransactionRate" xlink:to="lab_us-gaap_RelatedPartyTransactionRate" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_FairValueDisclosureAssetAndLiabilityNotMeasuredAtFairValueLineItems_d2b66cad-0f1e-4f44-aca0-5e4dec319cf7_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueDisclosureAssetAndLiabilityNotMeasuredAtFairValueLineItems" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value Disclosure, Asset and Liability, Not Measured at Fair Value [Line Items]</link:label>
    <link:label id="lab_us-gaap_FairValueDisclosureAssetAndLiabilityNotMeasuredAtFairValueLineItems_label_en-US" xlink:label="lab_us-gaap_FairValueDisclosureAssetAndLiabilityNotMeasuredAtFairValueLineItems" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value Disclosure, Asset and Liability, Not Measured at Fair Value [Line Items]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueDisclosureAssetAndLiabilityNotMeasuredAtFairValueLineItems" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueDisclosureAssetAndLiabilityNotMeasuredAtFairValueLineItems"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueDisclosureAssetAndLiabilityNotMeasuredAtFairValueLineItems" xlink:to="lab_us-gaap_FairValueDisclosureAssetAndLiabilityNotMeasuredAtFairValueLineItems" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_ValuationTechniqueDomain_70bfa488-145e-4093-a619-3fe094239264_terseLabel_en-US" xlink:label="lab_us-gaap_ValuationTechniqueDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Valuation Approach and Technique [Domain]</link:label>
    <link:label id="lab_us-gaap_ValuationTechniqueDomain_label_en-US" xlink:label="lab_us-gaap_ValuationTechniqueDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Valuation Approach and Technique [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ValuationTechniqueDomain" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ValuationTechniqueDomain"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ValuationTechniqueDomain" xlink:to="lab_us-gaap_ValuationTechniqueDomain" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DebtAndEquitySecuritiesUnrealizedGainLossMember_4662c81c-4905-43b5-978f-31d50b865dfc_terseLabel_en-US" xlink:label="lab_nmfc_DebtAndEquitySecuritiesUnrealizedGainLossMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net change in unrealized appreciation (depreciation)</link:label>
    <link:label id="lab_nmfc_DebtAndEquitySecuritiesUnrealizedGainLossMember_label_en-US" xlink:label="lab_nmfc_DebtAndEquitySecuritiesUnrealizedGainLossMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt and Equity Securities, Unrealized Gain (Loss) [Member]</link:label>
    <link:label id="lab_nmfc_DebtAndEquitySecuritiesUnrealizedGainLossMember_documentation_en-US" xlink:label="lab_nmfc_DebtAndEquitySecuritiesUnrealizedGainLossMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt and Equity Securities, Unrealized Gain (Loss)</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DebtAndEquitySecuritiesUnrealizedGainLossMember" xlink:href="nmfc-20230331.xsd#nmfc_DebtAndEquitySecuritiesUnrealizedGainLossMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DebtAndEquitySecuritiesUnrealizedGainLossMember" xlink:to="lab_nmfc_DebtAndEquitySecuritiesUnrealizedGainLossMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_RelatedPartyDomain_3e59f442-e135-4335-bb6d-634e7e39f6ce_terseLabel_en-US" xlink:label="lab_us-gaap_RelatedPartyDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Related Party [Domain]</link:label>
    <link:label id="lab_us-gaap_RelatedPartyDomain_label_en-US" xlink:label="lab_us-gaap_RelatedPartyDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Related Party [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RelatedPartyDomain" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RelatedPartyDomain"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RelatedPartyDomain" xlink:to="lab_us-gaap_RelatedPartyDomain" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_FairValueMeasurementPolicyPolicyTextBlock_f243484a-dcbf-45bb-9226-cb5b6bbb1ad2_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementPolicyPolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair value</link:label>
    <link:label id="lab_us-gaap_FairValueMeasurementPolicyPolicyTextBlock_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementPolicyPolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value Measurement, Policy [Policy Text Block]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueMeasurementPolicyPolicyTextBlock" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueMeasurementPolicyPolicyTextBlock"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueMeasurementPolicyPolicyTextBlock" xlink:to="lab_us-gaap_FairValueMeasurementPolicyPolicyTextBlock" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_AfterReinvestmentPeriodMember_39d9f163-8fa4-4a60-8ca2-784eae122317_terseLabel_en-US" xlink:label="lab_nmfc_AfterReinvestmentPeriodMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">After Reinvestment Period</link:label>
    <link:label id="lab_nmfc_AfterReinvestmentPeriodMember_label_en-US" xlink:label="lab_nmfc_AfterReinvestmentPeriodMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">After Reinvestment Period [Member]</link:label>
    <link:label id="lab_nmfc_AfterReinvestmentPeriodMember_documentation_en-US" xlink:label="lab_nmfc_AfterReinvestmentPeriodMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">After Reinvestment Period</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_AfterReinvestmentPeriodMember" xlink:href="nmfc-20230331.xsd#nmfc_AfterReinvestmentPeriodMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_AfterReinvestmentPeriodMember" xlink:to="lab_nmfc_AfterReinvestmentPeriodMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossPerShare_49710f27-9008-467a-8704-694525503ab1_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossPerShare" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net investment income (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossPerShare_label_en-US" xlink:label="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossPerShare" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Investment Income (Loss), Per Share</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentCompanyInvestmentIncomeLossPerShare" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentCompanyInvestmentIncomeLossPerShare"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentCompanyInvestmentIncomeLossPerShare" xlink:to="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossPerShare" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_ContainerAndPackagingSectorMember_85351340-9c78-403d-98af-5df049afcf82_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_ContainerAndPackagingSectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Packaging</link:label>
    <link:label id="lab_us-gaap-supplement_ContainerAndPackagingSectorMember_label_en-US" xlink:label="lab_us-gaap-supplement_ContainerAndPackagingSectorMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Container and Packaging Sector [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_ContainerAndPackagingSectorMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_ContainerAndPackagingSectorMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_ContainerAndPackagingSectorMember" xlink:to="lab_us-gaap-supplement_ContainerAndPackagingSectorMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_StockIssuedDuringPeriodSharesNewIssuesAndDividendReinvestmentPlan_fcda0fab-cfea-47db-9abb-d05aa3b00ca1_terseLabel_en-US" xlink:label="lab_nmfc_StockIssuedDuringPeriodSharesNewIssuesAndDividendReinvestmentPlan" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Issuances of common stock (in shares)</link:label>
    <link:label id="lab_nmfc_StockIssuedDuringPeriodSharesNewIssuesAndDividendReinvestmentPlan_label_en-US" xlink:label="lab_nmfc_StockIssuedDuringPeriodSharesNewIssuesAndDividendReinvestmentPlan" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Stock Issued During Period, Shares, New Issues And Dividend Reinvestment Plan</link:label>
    <link:label id="lab_nmfc_StockIssuedDuringPeriodSharesNewIssuesAndDividendReinvestmentPlan_documentation_en-US" xlink:label="lab_nmfc_StockIssuedDuringPeriodSharesNewIssuesAndDividendReinvestmentPlan" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Stock Issued During Period, Shares, New Issues And Dividend Reinvestment Plan</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_StockIssuedDuringPeriodSharesNewIssuesAndDividendReinvestmentPlan" xlink:href="nmfc-20230331.xsd#nmfc_StockIssuedDuringPeriodSharesNewIssuesAndDividendReinvestmentPlan"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_StockIssuedDuringPeriodSharesNewIssuesAndDividendReinvestmentPlan" xlink:to="lab_nmfc_StockIssuedDuringPeriodSharesNewIssuesAndDividendReinvestmentPlan" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentsAtFairValueMember_af2d072a-8f96-4986-9e4d-c5f2280dc62a_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentsAtFairValueMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments at fair value</link:label>
    <link:label id="lab_nmfc_InvestmentsAtFairValueMember_label_en-US" xlink:label="lab_nmfc_InvestmentsAtFairValueMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments, At Fair Value [Member]</link:label>
    <link:label id="lab_nmfc_InvestmentsAtFairValueMember_documentation_en-US" xlink:label="lab_nmfc_InvestmentsAtFairValueMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments, At Fair Value</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentsAtFairValueMember" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentsAtFairValueMember"/>
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    <link:label id="lab_us-gaap_SupplementalCashFlowInformationAbstract_a99c46f9-111b-414e-8577-adeabde29bb1_terseLabel_en-US" xlink:label="lab_us-gaap_SupplementalCashFlowInformationAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Supplemental disclosure of cash flow information</link:label>
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    <link:label id="lab_us-gaap-supplement_InterestIncomeOperatingPaidInCash_88ed41b6-8804-4342-992d-8f19d591a6e6_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_InterestIncomeOperatingPaidInCash" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest income (excluding Payment-in-kind ("PIK") interest income)</link:label>
    <link:label id="lab_us-gaap-supplement_InterestIncomeOperatingPaidInCash_label_en-US" xlink:label="lab_us-gaap-supplement_InterestIncomeOperatingPaidInCash" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest Income, Operating, Paid in Cash</link:label>
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    <link:label id="lab_nmfc_InvestmentCompanyExpenseRatioIncludingFeeWaiverAndReimbursements_5737c0c1-f7d7-45d0-a65f-9fff623738cf_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentCompanyExpenseRatioIncludingFeeWaiverAndReimbursements" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Total expenses, net of waivers/reimbursements</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentCompanyExpenseRatioIncludingFeeWaiverAndReimbursements" xlink:to="lab_nmfc_InvestmentCompanyExpenseRatioIncludingFeeWaiverAndReimbursements" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentCompanyVoluntaryFeeWaived_6f43b279-8de7-4c38-bf64-e36f7358fc3e_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyVoluntaryFeeWaived" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Less: expenses waived and reimbursed (See Note&#160;5)</link:label>
    <link:label id="lab_us-gaap_InvestmentCompanyVoluntaryFeeWaived_e6645190-7223-432e-bf98-26a54d33b9ca_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyVoluntaryFeeWaived" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fees waived by the administrator</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentCompanyVoluntaryFeeWaived" xlink:to="lab_us-gaap_InvestmentCompanyVoluntaryFeeWaived" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DecaDentalHoldingsLLCMember_3f6ae503-0115-4e81-bbe4-6ebabdba147c_terseLabel_en-US" xlink:label="lab_nmfc_DecaDentalHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Deca Dental Holdings LLC</link:label>
    <link:label id="lab_nmfc_DecaDentalHoldingsLLCMember_label_en-US" xlink:label="lab_nmfc_DecaDentalHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Deca Dental Holdings LLC [Member]</link:label>
    <link:label id="lab_nmfc_DecaDentalHoldingsLLCMember_documentation_en-US" xlink:label="lab_nmfc_DecaDentalHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Deca Dental Holdings LLC</link:label>
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    <link:label id="lab_nmfc_GSAcquisitioncoIncMember_405e6471-82c4-460d-9ced-3676bd8085e9_terseLabel_en-US" xlink:label="lab_nmfc_GSAcquisitioncoIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">GS Acquisitionco, Inc</link:label>
    <link:label id="lab_nmfc_GSAcquisitioncoIncMember_label_en-US" xlink:label="lab_nmfc_GSAcquisitioncoIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">GS Acquisitionco, Inc [Member]</link:label>
    <link:label id="lab_nmfc_GSAcquisitioncoIncMember_documentation_en-US" xlink:label="lab_nmfc_GSAcquisitioncoIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">GS Acquisitionco, Inc</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_GSAcquisitioncoIncMember" xlink:href="nmfc-20230331.xsd#nmfc_GSAcquisitioncoIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_GSAcquisitioncoIncMember" xlink:to="lab_nmfc_GSAcquisitioncoIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_SkyKnightIncomeIILLCMember_6d682a43-31b4-4a3d-a5ed-2cc383f84427_terseLabel_en-US" xlink:label="lab_nmfc_SkyKnightIncomeIILLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">SkyKnight II</link:label>
    <link:label id="lab_nmfc_SkyKnightIncomeIILLCMember_label_en-US" xlink:label="lab_nmfc_SkyKnightIncomeIILLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">SkyKnight Income II, LLC [Member]</link:label>
    <link:label id="lab_nmfc_SkyKnightIncomeIILLCMember_documentation_en-US" xlink:label="lab_nmfc_SkyKnightIncomeIILLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">SkyKnight Income II, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_SkyKnightIncomeIILLCMember" xlink:href="nmfc-20230331.xsd#nmfc_SkyKnightIncomeIILLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_SkyKnightIncomeIILLCMember" xlink:to="lab_nmfc_SkyKnightIncomeIILLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_ProceedsFromLegalSettlements_9b3916e5-14eb-40cc-9378-c1162df4d9a4_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromLegalSettlements" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Payment received for settlement</link:label>
    <link:label id="lab_us-gaap_ProceedsFromLegalSettlements_label_en-US" xlink:label="lab_us-gaap_ProceedsFromLegalSettlements" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Proceeds from Legal Settlements</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromLegalSettlements" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ProceedsFromLegalSettlements"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromLegalSettlements" xlink:to="lab_us-gaap_ProceedsFromLegalSettlements" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_RelatedPartyTransactionDomain_463e90fe-0fbd-465c-8a4d-9a8ad32046c1_terseLabel_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Related Party Transaction [Domain]</link:label>
    <link:label id="lab_us-gaap_RelatedPartyTransactionDomain_label_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Related Party Transaction [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RelatedPartyTransactionDomain" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RelatedPartyTransactionDomain"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RelatedPartyTransactionDomain" xlink:to="lab_us-gaap_RelatedPartyTransactionDomain" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_SpecialtycareIncMember_f5af3fe1-6d73-4241-af7b-e5c2f7ba62f7_terseLabel_en-US" xlink:label="lab_nmfc_SpecialtycareIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Specialtycare, Inc.</link:label>
    <link:label id="lab_nmfc_SpecialtycareIncMember_label_en-US" xlink:label="lab_nmfc_SpecialtycareIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Specialtycare, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_SpecialtycareIncMember_documentation_en-US" xlink:label="lab_nmfc_SpecialtycareIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Specialtycare, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_SpecialtycareIncMember" xlink:href="nmfc-20230331.xsd#nmfc_SpecialtycareIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_SpecialtycareIncMember" xlink:to="lab_nmfc_SpecialtycareIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_OtherLiabilities_08a0c066-27b6-4430-9583-349a4754e850_terseLabel_en-US" xlink:label="lab_us-gaap_OtherLiabilities" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other liabilities</link:label>
    <link:label id="lab_us-gaap_OtherLiabilities_label_en-US" xlink:label="lab_us-gaap_OtherLiabilities" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Liabilities</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherLiabilities" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OtherLiabilities"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherLiabilities" xlink:to="lab_us-gaap_OtherLiabilities" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentCompanyContractualFeeWaivedManagementFee_247fd58a-cf19-4465-99d9-383bc3ced4c7_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentCompanyContractualFeeWaivedManagementFee" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Management fees waived</link:label>
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    <link:label id="lab_nmfc_InvestmentCompanyContractualFeeWaivedManagementFee_label_en-US" xlink:label="lab_nmfc_InvestmentCompanyContractualFeeWaivedManagementFee" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Contractual Fee Waived, Management Fee</link:label>
    <link:label id="lab_nmfc_InvestmentCompanyContractualFeeWaivedManagementFee_documentation_en-US" xlink:label="lab_nmfc_InvestmentCompanyContractualFeeWaivedManagementFee" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Contractual Fee Waived, Management Fee</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentCompanyContractualFeeWaivedManagementFee" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentCompanyContractualFeeWaivedManagementFee"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentCompanyContractualFeeWaivedManagementFee" xlink:to="lab_nmfc_InvestmentCompanyContractualFeeWaivedManagementFee" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_InvestmentIncomeOperatingTaxExpenseBenefit_7fadca48-8be6-4156-9572-f30549962782_verboseLabel_en-US" xlink:label="lab_us-gaap-supplement_InvestmentIncomeOperatingTaxExpenseBenefit" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Income tax expense</link:label>
    <link:label id="lab_us-gaap-supplement_InvestmentIncomeOperatingTaxExpenseBenefit_label_en-US" xlink:label="lab_us-gaap-supplement_InvestmentIncomeOperatingTaxExpenseBenefit" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Income, Operating, Tax Expense (Benefit)</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_InvestmentIncomeOperatingTaxExpenseBenefit" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_InvestmentIncomeOperatingTaxExpenseBenefit"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_InvestmentIncomeOperatingTaxExpenseBenefit" xlink:to="lab_us-gaap-supplement_InvestmentIncomeOperatingTaxExpenseBenefit" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DebtSecuritiesSecondLienMember_9a2e441a-455b-4081-a4e4-3c54d0cfd7da_terseLabel_en-US" xlink:label="lab_nmfc_DebtSecuritiesSecondLienMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Second lien</link:label>
    <link:label id="lab_nmfc_DebtSecuritiesSecondLienMember_label_en-US" xlink:label="lab_nmfc_DebtSecuritiesSecondLienMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Securities, Second Lien [Member]</link:label>
    <link:label id="lab_nmfc_DebtSecuritiesSecondLienMember_documentation_en-US" xlink:label="lab_nmfc_DebtSecuritiesSecondLienMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Securities, Second Lien</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DebtSecuritiesSecondLienMember" xlink:href="nmfc-20230331.xsd#nmfc_DebtSecuritiesSecondLienMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DebtSecuritiesSecondLienMember" xlink:to="lab_nmfc_DebtSecuritiesSecondLienMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationTable_dfbbca21-d0bb-4110-99fd-a1a71f20f8b4_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationTable" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation [Table]</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationTable" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationTable"/>
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    <link:label id="lab_us-gaap_InvestmentCompanyDistributionToShareholdersPerShare_f4f948cf-1724-4456-9d3f-9f476ebddc0c_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyDistributionToShareholdersPerShare" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Distributions declared to stockholders from net investment income (in dollars per share)</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentCompanyDistributionToShareholdersPerShare" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentCompanyDistributionToShareholdersPerShare"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentCompanyDistributionToShareholdersPerShare" xlink:to="lab_us-gaap_InvestmentCompanyDistributionToShareholdersPerShare" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_OtherCommitmentsDomain_934e1cc2-b468-437f-9d3c-5df9ba138245_terseLabel_en-US" xlink:label="lab_us-gaap_OtherCommitmentsDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Commitments [Domain]</link:label>
    <link:label id="lab_us-gaap_OtherCommitmentsDomain_label_en-US" xlink:label="lab_us-gaap_OtherCommitmentsDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Commitments [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherCommitmentsDomain" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OtherCommitmentsDomain"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherCommitmentsDomain" xlink:to="lab_us-gaap_OtherCommitmentsDomain" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_TrinityAirConsultantsHoldingsCorporationMember_df1b3a55-5089-4a47-9190-cd3ade59e980_terseLabel_en-US" xlink:label="lab_nmfc_TrinityAirConsultantsHoldingsCorporationMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Trinity Air Consultants Holdings Corporation</link:label>
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    <link:label id="lab_nmfc_TrinityAirConsultantsHoldingsCorporationMember_documentation_en-US" xlink:label="lab_nmfc_TrinityAirConsultantsHoldingsCorporationMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Trinity Air Consultants Holdings Corporation</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_TrinityAirConsultantsHoldingsCorporationMember" xlink:href="nmfc-20230331.xsd#nmfc_TrinityAirConsultantsHoldingsCorporationMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_TrinityAirConsultantsHoldingsCorporationMember" xlink:to="lab_nmfc_TrinityAirConsultantsHoldingsCorporationMember" xlink:type="arc" order="1"/>
    <link:label id="lab_dei_LegalEntityAxis_5f7f6765-ce90-4872-8005-5c93c9634d88_terseLabel_en-US" xlink:label="lab_dei_LegalEntityAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Legal Entity [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_LegalEntityAxis" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_LegalEntityAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_LegalEntityAxis" xlink:to="lab_dei_LegalEntityAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_PermianTrustMember_57fe0ad1-9c64-4d63-94d7-1002e64f018d_terseLabel_en-US" xlink:label="lab_nmfc_PermianTrustMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Permian Trust</link:label>
    <link:label id="lab_nmfc_PermianTrustMember_label_en-US" xlink:label="lab_nmfc_PermianTrustMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Permian Trust [Member]</link:label>
    <link:label id="lab_nmfc_PermianTrustMember_documentation_en-US" xlink:label="lab_nmfc_PermianTrustMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Permian Trust</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_PermianTrustMember" xlink:href="nmfc-20230331.xsd#nmfc_PermianTrustMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_PermianTrustMember" xlink:to="lab_nmfc_PermianTrustMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentCompanyFinancialHighlightsTextBlock_e8ca4640-048a-470d-9fc0-66d7ba7b059a_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyFinancialHighlightsTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Financial Highlights</link:label>
    <link:label id="lab_us-gaap_InvestmentCompanyFinancialHighlightsTextBlock_label_en-US" xlink:label="lab_us-gaap_InvestmentCompanyFinancialHighlightsTextBlock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Financial Highlights [Text Block]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentCompanyFinancialHighlightsTextBlock" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentCompanyFinancialHighlightsTextBlock"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentCompanyFinancialHighlightsTextBlock" xlink:to="lab_us-gaap_InvestmentCompanyFinancialHighlightsTextBlock" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_Liabilities_69383b21-3e39-45cf-9722-a35926043564_totalLabel_en-US" xlink:label="lab_us-gaap_Liabilities" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Total liabilities</link:label>
    <link:label id="lab_us-gaap_Liabilities_label_en-US" xlink:label="lab_us-gaap_Liabilities" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Liabilities</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Liabilities" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_Liabilities"/>
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    <link:label id="lab_srt_StatementGeographicalAxis_f6f4b380-66fd-48d2-8402-f045b4b0cc48_terseLabel_en-US" xlink:label="lab_srt_StatementGeographicalAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Geographical [Axis]</link:label>
    <link:label id="lab_srt_StatementGeographicalAxis_label_en-US" xlink:label="lab_srt_StatementGeographicalAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Geographical [Axis]</link:label>
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    <link:label id="lab_nmfc_USD19000SBAGuaranteedDebenturesIssuedSeptember2019Member_344cf993-6276-494b-96b5-5c3b19cfef5c_terseLabel_en-US" xlink:label="lab_nmfc_USD19000SBAGuaranteedDebenturesIssuedSeptember2019Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">$19,000 SBA-guaranteed debentures, Issued September 2019</link:label>
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    <link:label id="lab_us-gaap_StockIssuedDuringPeriodValueNewIssues_14bb0a06-62d9-4f98-aa28-ca8f45b19b22_terseLabel_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodValueNewIssues" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net proceeds from shares sold</link:label>
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    <link:label id="lab_us-gaap_EquitySecuritiesIndustryMember_7a3a11a1-5ae3-48e8-a78d-561450c3e885_terseLabel_en-US" xlink:label="lab_us-gaap_EquitySecuritiesIndustryMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Industry Sector [Domain]</link:label>
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    <link:label id="lab_us-gaap_DueFromAffiliates_082d40c2-6893-43cd-ac1d-955921d4c3a9_terseLabel_en-US" xlink:label="lab_us-gaap_DueFromAffiliates" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Receivable from affiliates</link:label>
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    <link:label id="lab_nmfc_PPVIntermediateHoldingsLLCMember_d8dca8ca-ce4a-4cd1-8c93-6654f6f33df4_terseLabel_en-US" xlink:label="lab_nmfc_PPVIntermediateHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">PPV Intermediate Holdings LLC</link:label>
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    <link:label id="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_d2371da6-8e27-4cc0-b915-7bcc6513985a_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value Hierarchy and NAV [Domain]</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueMeasurementsFairValueHierarchyDomain" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueMeasurementsFairValueHierarchyDomain"/>
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    <link:label id="lab_us-gaap_RevolvingCreditFacilityMember_0ed30cfb-3809-47e9-932e-8ae8a6719e81_terseLabel_en-US" xlink:label="lab_us-gaap_RevolvingCreditFacilityMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Revolving Credit Facility</link:label>
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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentTextBlock_d08f71eb-d992-4126-a21b-05c9d1326e7b_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Schedule of Properties</link:label>
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    <link:label id="lab_us-gaap-supplement_InvestmentIdentifierAxis_9daeaadf-eda4-4577-b9b3-f3f68ed2698d_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_InvestmentIdentifierAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment, Identifier [Axis]</link:label>
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    <link:label id="lab_nmfc_DOCSMSOLLCMember_dce5043c-549e-41df-bd34-e9f3f5aee5af_terseLabel_en-US" xlink:label="lab_nmfc_DOCSMSOLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">DOCS, MSO, LLC</link:label>
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    <link:label id="lab_us-gaap_SubsequentEventMember_e0ff714b-e900-45d0-9d9d-4fd57101ebae_terseLabel_en-US" xlink:label="lab_us-gaap_SubsequentEventMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Subsequent Event</link:label>
    <link:label id="lab_us-gaap_SubsequentEventMember_label_en-US" xlink:label="lab_us-gaap_SubsequentEventMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Subsequent Event [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SubsequentEventMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SubsequentEventMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SubsequentEventMember" xlink:to="lab_us-gaap_SubsequentEventMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_CentralSquareTechnologiesLLCMember_c4b0ba5a-fb02-4835-9ee6-d2ef39ad4b6f_terseLabel_en-US" xlink:label="lab_nmfc_CentralSquareTechnologiesLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">CentralSquare Technologies, LLC</link:label>
    <link:label id="lab_nmfc_CentralSquareTechnologiesLLCMember_label_en-US" xlink:label="lab_nmfc_CentralSquareTechnologiesLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">CentralSquare Technologies, LLC [Member]</link:label>
    <link:label id="lab_nmfc_CentralSquareTechnologiesLLCMember_documentation_en-US" xlink:label="lab_nmfc_CentralSquareTechnologiesLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">CentralSquare Technologies, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_CentralSquareTechnologiesLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_CentralSquareTechnologiesLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_CentralSquareTechnologiesLLCMember" xlink:to="lab_nmfc_CentralSquareTechnologiesLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DebtInstrumentRepurchaseAmountPerUSD1000OfPrincipal_f021a635-3f96-415d-b560-59b4c9117858_terseLabel_en-US" xlink:label="lab_nmfc_DebtInstrumentRepurchaseAmountPerUSD1000OfPrincipal" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Purchase amount per $1,000 principal amount</link:label>
    <link:label id="lab_nmfc_DebtInstrumentRepurchaseAmountPerUSD1000OfPrincipal_label_en-US" xlink:label="lab_nmfc_DebtInstrumentRepurchaseAmountPerUSD1000OfPrincipal" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument, Repurchase Amount, Per USD1000 Of Principal</link:label>
    <link:label id="lab_nmfc_DebtInstrumentRepurchaseAmountPerUSD1000OfPrincipal_documentation_en-US" xlink:label="lab_nmfc_DebtInstrumentRepurchaseAmountPerUSD1000OfPrincipal" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument, Repurchase Amount, Per USD1000 Of Principal</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DebtInstrumentRepurchaseAmountPerUSD1000OfPrincipal" xlink:href="nmfc-20230331.xsd#nmfc_DebtInstrumentRepurchaseAmountPerUSD1000OfPrincipal"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DebtInstrumentRepurchaseAmountPerUSD1000OfPrincipal" xlink:to="lab_nmfc_DebtInstrumentRepurchaseAmountPerUSD1000OfPrincipal" xlink:type="arc" order="1"/>
    <link:label id="lab_dei_DocumentPeriodEndDate_cc66ea86-81b1-4708-b47b-7afac2e3548a_terseLabel_en-US" xlink:label="lab_dei_DocumentPeriodEndDate" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Document Period End Date</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentPeriodEndDate" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_DocumentPeriodEndDate"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_DocumentPeriodEndDate" xlink:to="lab_dei_DocumentPeriodEndDate" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_AmericanAchievementCorporationAkaAACHoldingCorpMember_24e5c7c2-1cfd-4d9e-870a-a2b6c69d682e_terseLabel_en-US" xlink:label="lab_nmfc_AmericanAchievementCorporationAkaAACHoldingCorpMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">American Achievement Corporation (aka AAC Holding Corp.)</link:label>
    <link:label id="lab_nmfc_AmericanAchievementCorporationAkaAACHoldingCorpMember_label_en-US" xlink:label="lab_nmfc_AmericanAchievementCorporationAkaAACHoldingCorpMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">American Achievement Corporation (aka AAC Holding Corp.) [Member]</link:label>
    <link:label id="lab_nmfc_AmericanAchievementCorporationAkaAACHoldingCorpMember_documentation_en-US" xlink:label="lab_nmfc_AmericanAchievementCorporationAkaAACHoldingCorpMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">American Achievement Corporation (aka AAC Holding Corp.)</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_AmericanAchievementCorporationAkaAACHoldingCorpMember" xlink:href="nmfc-20230331.xsd#nmfc_AmericanAchievementCorporationAkaAACHoldingCorpMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_AmericanAchievementCorporationAkaAACHoldingCorpMember" xlink:to="lab_nmfc_AmericanAchievementCorporationAkaAACHoldingCorpMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts_ae2d44ef-c2a6-4bab-80b0-fe76b0b3bf5e_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Offering costs</link:label>
    <link:label id="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts_c623f82b-c9bf-4626-a0fd-5fd254e7c6d0_negatedLabel_en-US" xlink:label="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Offering costs</link:label>
    <link:label id="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts_label_en-US" xlink:label="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Adjustments to Additional Paid in Capital, Stock Issued, Issuance Costs</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts" xlink:to="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_AdministrationAgreementMember_013cd3e8-41da-4993-9b27-ab857bac80b3_terseLabel_en-US" xlink:label="lab_nmfc_AdministrationAgreementMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Administration Agreement</link:label>
    <link:label id="lab_nmfc_AdministrationAgreementMember_label_en-US" xlink:label="lab_nmfc_AdministrationAgreementMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Administration Agreement [Member]</link:label>
    <link:label id="lab_nmfc_AdministrationAgreementMember_documentation_en-US" xlink:label="lab_nmfc_AdministrationAgreementMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Administration Agreement</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_AdministrationAgreementMember" xlink:href="nmfc-20230331.xsd#nmfc_AdministrationAgreementMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_AdministrationAgreementMember" xlink:to="lab_nmfc_AdministrationAgreementMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_EagleInfrastructureSuperHoldCoLLCMember_b02e2bc5-48ae-44cc-80df-fb55f02886e1_terseLabel_en-US" xlink:label="lab_nmfc_EagleInfrastructureSuperHoldCoLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Eagle Infrastructure Super HoldCo, LLC</link:label>
    <link:label id="lab_nmfc_EagleInfrastructureSuperHoldCoLLCMember_label_en-US" xlink:label="lab_nmfc_EagleInfrastructureSuperHoldCoLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Eagle Infrastructure Super HoldCo, LLC [Member]</link:label>
    <link:label id="lab_nmfc_EagleInfrastructureSuperHoldCoLLCMember_documentation_en-US" xlink:label="lab_nmfc_EagleInfrastructureSuperHoldCoLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Eagle Infrastructure Super HoldCo, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_EagleInfrastructureSuperHoldCoLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_EagleInfrastructureSuperHoldCoLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_EagleInfrastructureSuperHoldCoLLCMember" xlink:to="lab_nmfc_EagleInfrastructureSuperHoldCoLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NMJRALLCMember_7e87ec64-f87f-4ab4-843c-3ab8b27b76f2_terseLabel_en-US" xlink:label="lab_nmfc_NMJRALLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM JRA LLC</link:label>
    <link:label id="lab_nmfc_NMJRALLCMember_label_en-US" xlink:label="lab_nmfc_NMJRALLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM JRA LLC [Member]</link:label>
    <link:label id="lab_nmfc_NMJRALLCMember_documentation_en-US" xlink:label="lab_nmfc_NMJRALLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM JRA LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NMJRALLCMember" xlink:href="nmfc-20230331.xsd#nmfc_NMJRALLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NMJRALLCMember" xlink:to="lab_nmfc_NMJRALLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_Assets_c237e180-6a2b-4287-93e9-bb4563b755ec_totalLabel_en-US" xlink:label="lab_us-gaap_Assets" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Total assets</link:label>
    <link:label id="lab_us-gaap_Assets_label_en-US" xlink:label="lab_us-gaap_Assets" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Assets</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Assets" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_Assets"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Assets" xlink:to="lab_us-gaap_Assets" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_DebtDisclosureAbstract_label_en-US" xlink:label="lab_us-gaap_DebtDisclosureAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Disclosure [Abstract]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DebtDisclosureAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_DebtDisclosureAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtDisclosureAbstract" xlink:to="lab_us-gaap_DebtDisclosureAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_EarningsPerShareAbstract_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Earnings Per Share [Abstract]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EarningsPerShareAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_EarningsPerShareAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareAbstract" xlink:to="lab_us-gaap_EarningsPerShareAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_ProceedsFromDispositionOfInvestmentOperatingActivity_56a0350b-6294-4430-96a8-18f60f24aa6c_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_ProceedsFromDispositionOfInvestmentOperatingActivity" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Proceeds from paydowns of investments</link:label>
    <link:label id="lab_us-gaap-supplement_ProceedsFromDispositionOfInvestmentOperatingActivity_label_en-US" xlink:label="lab_us-gaap-supplement_ProceedsFromDispositionOfInvestmentOperatingActivity" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Proceeds from Disposition of Investment, Operating Activity</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_ProceedsFromDispositionOfInvestmentOperatingActivity" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_ProceedsFromDispositionOfInvestmentOperatingActivity"/>
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    <link:label id="lab_us-gaap_IncomeStatementLocationAxis_d87e25d5-8551-448a-bdb1-118947909daa_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeStatementLocationAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Income Statement Location [Axis]</link:label>
    <link:label id="lab_us-gaap_IncomeStatementLocationAxis_label_en-US" xlink:label="lab_us-gaap_IncomeStatementLocationAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Income Statement Location [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeStatementLocationAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncomeStatementLocationAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeStatementLocationAxis" xlink:to="lab_us-gaap_IncomeStatementLocationAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_ChemicalsSectorMember_d5e22ebc-4ad4-4150-89c3-376369ae5ba0_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_ChemicalsSectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Specialty Chemicals &amp; Materials</link:label>
    <link:label id="lab_us-gaap-supplement_ChemicalsSectorMember_label_en-US" xlink:label="lab_us-gaap-supplement_ChemicalsSectorMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Chemicals Sector [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_ChemicalsSectorMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_ChemicalsSectorMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_ChemicalsSectorMember" xlink:to="lab_us-gaap-supplement_ChemicalsSectorMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_SecuritiesPurchasedUnderAgreementsToResell_c0c13371-669a-457a-a1ff-fa91dbda7d66_terseLabel_en-US" xlink:label="lab_us-gaap_SecuritiesPurchasedUnderAgreementsToResell" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Securities purchased under collateralized agreements to resell (cost of $30,000 and $30,000, respectively)</link:label>
    <link:label id="lab_us-gaap_SecuritiesPurchasedUnderAgreementsToResell_74820f35-3b83-4d03-b4cf-1b8045f9e529_verboseLabel_en-US" xlink:label="lab_us-gaap_SecuritiesPurchasedUnderAgreementsToResell" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair value of securities purchased under collateralized agreements to resell</link:label>
    <link:label id="lab_us-gaap_SecuritiesPurchasedUnderAgreementsToResell_label_en-US" xlink:label="lab_us-gaap_SecuritiesPurchasedUnderAgreementsToResell" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Securities Purchased under Agreements to Resell</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SecuritiesPurchasedUnderAgreementsToResell" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SecuritiesPurchasedUnderAgreementsToResell"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SecuritiesPurchasedUnderAgreementsToResell" xlink:to="lab_us-gaap_SecuritiesPurchasedUnderAgreementsToResell" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_UnsecuredDebtMember_ae5a7821-9d63-4772-9a36-c52c8f4731b6_terseLabel_en-US" xlink:label="lab_us-gaap_UnsecuredDebtMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unsecured Notes</link:label>
    <link:label id="lab_us-gaap_UnsecuredDebtMember_label_en-US" xlink:label="lab_us-gaap_UnsecuredDebtMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unsecured Debt [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_UnsecuredDebtMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_UnsecuredDebtMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnsecuredDebtMember" xlink:to="lab_us-gaap_UnsecuredDebtMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_MembersEquity_c697ec67-18b0-470d-b13f-43e1e4b95756_terseLabel_en-US" xlink:label="lab_us-gaap_MembersEquity" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Members' capital</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MembersEquity" xlink:to="lab_us-gaap_MembersEquity" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_InvestmentIssuerAffiliationDomain_b512b999-c2e7-498e-bab0-da5533a601d3_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_InvestmentIssuerAffiliationDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment, Issuer Affiliation [Domain]</link:label>
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    <link:label id="lab_us-gaap_NetCashProvidedByUsedInFinancingActivities_54a4a1b3-3b42-414c-aab2-21c9c347d893_totalLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInFinancingActivities" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net cash flows (used in) provided by financing activities</link:label>
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    <link:label id="lab_us-gaap_LongTermDebtFairValue_dcfef35b-65ce-49a2-a512-e6f884df3440_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtFairValue" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Borrowings</link:label>
    <link:label id="lab_us-gaap_LongTermDebtFairValue_label_en-US" xlink:label="lab_us-gaap_LongTermDebtFairValue" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Long-Term Debt, Fair Value</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtFairValue" xlink:to="lab_us-gaap_LongTermDebtFairValue" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_AccountingPoliciesAbstract_label_en-US" xlink:label="lab_us-gaap_AccountingPoliciesAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Accounting Policies [Abstract]</link:label>
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    <link:label id="lab_us-gaap_StockRepurchaseProgramAuthorizedAmount1_c614ba2c-dfa4-4b1c-822c-d6c74147c366_terseLabel_en-US" xlink:label="lab_us-gaap_StockRepurchaseProgramAuthorizedAmount1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Stock repurchase program, authorized amount</link:label>
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    <link:label id="lab_us-gaap_InterestExpenseDebt_1b2440ee-1974-4f43-a448-3e0eaa80728e_terseLabel_en-US" xlink:label="lab_us-gaap_InterestExpenseDebt" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest expense</link:label>
    <link:label id="lab_us-gaap_InterestExpenseDebt_label_en-US" xlink:label="lab_us-gaap_InterestExpenseDebt" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest Expense, Debt</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InterestExpenseDebt" xlink:to="lab_us-gaap_InterestExpenseDebt" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_FairValueDisclosureOfAssetAndLiabilityNotMeasuredAtFairValueTableTextBlock_a61358f7-0679-445f-9e72-e515ac9a6244_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueDisclosureOfAssetAndLiabilityNotMeasuredAtFairValueTableTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Schedule of Principal Amounts and Fair Values of Borrowings</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueDisclosureOfAssetAndLiabilityNotMeasuredAtFairValueTableTextBlock" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueDisclosureOfAssetAndLiabilityNotMeasuredAtFairValueTableTextBlock"/>
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    <link:label id="lab_us-gaap_LongTermDebtAbstract_7f61ac8f-2662-4103-94dc-602ccba7f55a_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Borrowings</link:label>
    <link:label id="lab_us-gaap_LongTermDebtAbstract_label_en-US" xlink:label="lab_us-gaap_LongTermDebtAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Long-Term Debt, Unclassified [Abstract]</link:label>
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    <link:label id="lab_us-gaap_LineOfCreditMember_71af2fda-68d4-40d5-81f7-9533ab4c79f1_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Credit Facility</link:label>
    <link:label id="lab_us-gaap_LineOfCreditMember_label_en-US" xlink:label="lab_us-gaap_LineOfCreditMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Line of Credit [Member]</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditMember" xlink:to="lab_us-gaap_LineOfCreditMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_OtherCommitmentsAxis_713131d5-f55f-411f-9682-ea4af826e3af_terseLabel_en-US" xlink:label="lab_us-gaap_OtherCommitmentsAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Commitments [Axis]</link:label>
    <link:label id="lab_us-gaap_OtherCommitmentsAxis_label_en-US" xlink:label="lab_us-gaap_OtherCommitmentsAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Commitments [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherCommitmentsAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OtherCommitmentsAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherCommitmentsAxis" xlink:to="lab_us-gaap_OtherCommitmentsAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_StockholdersEquityAbstract_f4e72697-01ca-41bd-a183-d9859fbf1607_terseLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net assets</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquityAbstract" xlink:to="lab_us-gaap_StockholdersEquityAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_AuctaneIncFkaStampscomMember_24befbfe-15c6-4f32-9fe4-61bef8666044_terseLabel_en-US" xlink:label="lab_nmfc_AuctaneIncFkaStampscomMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Auctane, Inc. (fka Stamps.com)</link:label>
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    <link:label id="lab_us-gaap-supplement_DividendAndInterestReceivable_42965143-a9d0-45b1-a2d6-20a746d6be26_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_DividendAndInterestReceivable" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest and dividend receivable</link:label>
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    <link:label id="lab_us-gaap_EarningsPerShareTextBlock_f3559110-8f93-4f9d-bc68-d7c2e8e556ec_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Earnings Per Share</link:label>
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    <link:label id="lab_us-gaap_DueToAffiliateCurrentAndNoncurrent_7e06d811-2022-4378-95ff-09e742cc5ebc_terseLabel_en-US" xlink:label="lab_us-gaap_DueToAffiliateCurrentAndNoncurrent" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Payable to affiliates</link:label>
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    <link:label id="lab_nmfc_AnsiraHoldingsIncMember_c24261cb-5b01-4eac-b415-77a11934d637_terseLabel_en-US" xlink:label="lab_nmfc_AnsiraHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Ansira Holdings, Inc.</link:label>
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    <link:label id="lab_us-gaap_ScheduleOfInvestmentsLineItems_3b8efe3f-5043-4037-8840-be797408b661_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentsLineItems" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Schedule of Investments [Line Items]</link:label>
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    <link:label id="lab_us-gaap_InvestmentOwnedBalancePrincipalAmount_5ea55ec0-53ef-4b37-9926-94840e6bd3b0_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentOwnedBalancePrincipalAmount" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Principal Amount, Par Value</link:label>
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    <link:label id="lab_nmfc_USD51000SBAGuaranteedDebenturesIssuedSeptember2020Member_0e1909a1-322d-4c8e-865e-8680c7655d91_terseLabel_en-US" xlink:label="lab_nmfc_USD51000SBAGuaranteedDebenturesIssuedSeptember2020Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">$51,000 SBA-guaranteed debentures, Issued September 2020</link:label>
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    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesNewIssues_5f33d81e-eb8a-4baa-8e3a-4b216b746f97_terseLabel_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesNewIssues" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Shares sold (in shares)</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentRepurchasedFaceAmount_8eba559c-7b2c-4e3d-8218-9c7a98981fd5_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentRepurchasedFaceAmount" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Purchase amount</link:label>
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    <link:label id="lab_nmfc_EdmentumIncMember_13afcd8c-73e6-4b6b-800e-f6f73f147019_terseLabel_en-US" xlink:label="lab_nmfc_EdmentumIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Edmentum Inc.</link:label>
    <link:label id="lab_nmfc_EdmentumIncMember_label_en-US" xlink:label="lab_nmfc_EdmentumIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Edmentum Inc. [Member]</link:label>
    <link:label id="lab_nmfc_EdmentumIncMember_documentation_en-US" xlink:label="lab_nmfc_EdmentumIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Edmentum Inc.</link:label>
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    <link:label id="lab_us-gaap_SubsequentEventsTextBlock_2a14a9e0-4b44-4f40-a7fe-59bbf830b388_terseLabel_en-US" xlink:label="lab_us-gaap_SubsequentEventsTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Subsequent Events</link:label>
    <link:label id="lab_us-gaap_SubsequentEventsTextBlock_label_en-US" xlink:label="lab_us-gaap_SubsequentEventsTextBlock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Subsequent Events [Text Block]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SubsequentEventsTextBlock" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SubsequentEventsTextBlock"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SubsequentEventsTextBlock" xlink:to="lab_us-gaap_SubsequentEventsTextBlock" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_KAMCHoldingsIncMember_5b560c5b-fbaf-4e38-b74d-acd9f318f51f_terseLabel_en-US" xlink:label="lab_nmfc_KAMCHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">KAMC Holdings, Inc</link:label>
    <link:label id="lab_nmfc_KAMCHoldingsIncMember_label_en-US" xlink:label="lab_nmfc_KAMCHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">KAMC Holdings, Inc [Member]</link:label>
    <link:label id="lab_nmfc_KAMCHoldingsIncMember_documentation_en-US" xlink:label="lab_nmfc_KAMCHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">KAMC Holdings, Inc</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_KAMCHoldingsIncMember" xlink:href="nmfc-20230331.xsd#nmfc_KAMCHoldingsIncMember"/>
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    <link:label id="lab_nmfc_CoupaHoldingsLLCMember_f5ddfe88-109c-4a39-a53f-20b857669874_terseLabel_en-US" xlink:label="lab_nmfc_CoupaHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Coupa Holdings, LLC</link:label>
    <link:label id="lab_nmfc_CoupaHoldingsLLCMember_label_en-US" xlink:label="lab_nmfc_CoupaHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Coupa Holdings, LLC [Member]</link:label>
    <link:label id="lab_nmfc_CoupaHoldingsLLCMember_documentation_en-US" xlink:label="lab_nmfc_CoupaHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Coupa Holdings, LLC</link:label>
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    <link:label id="lab_nmfc_SmallBusinessAssociationRegulationRegulatoryCapitalActual_a94caa8f-9512-4758-828f-ca53dda5348f_terseLabel_en-US" xlink:label="lab_nmfc_SmallBusinessAssociationRegulationRegulatoryCapitalActual" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Regulatory capital</link:label>
    <link:label id="lab_nmfc_SmallBusinessAssociationRegulationRegulatoryCapitalActual_label_en-US" xlink:label="lab_nmfc_SmallBusinessAssociationRegulationRegulatoryCapitalActual" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Small Business Association Regulation, Regulatory Capital, Actual</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_nmfc_SmallBusinessAssociationRegulationRegulatoryCapitalActual" xlink:href="nmfc-20230331.xsd#nmfc_SmallBusinessAssociationRegulationRegulatoryCapitalActual"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_SmallBusinessAssociationRegulationRegulatoryCapitalActual" xlink:to="lab_nmfc_SmallBusinessAssociationRegulationRegulatoryCapitalActual" xlink:type="arc" order="1"/>
    <link:label id="lab_dei_EntityAddressCityOrTown_68462444-35fa-4014-ad2c-5266831088cf_terseLabel_en-US" xlink:label="lab_dei_EntityAddressCityOrTown" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Entity Address, City or Town</link:label>
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    <link:label id="lab_nmfc_GroundworksLLCMember_16a74d65-fb0d-49ae-a1cb-fbddd7791d16_terseLabel_en-US" xlink:label="lab_nmfc_GroundworksLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Groundworks, LLC</link:label>
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    <link:label id="lab_nmfc_GroundworksLLCMember_documentation_en-US" xlink:label="lab_nmfc_GroundworksLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Groundworks, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_GroundworksLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_GroundworksLLCMember"/>
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    <link:label id="lab_us-gaap_OperatingExpensesAbstract_f3868f3b-a819-4cd6-915f-0490764a9360_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingExpensesAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Expenses</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingExpensesAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OperatingExpensesAbstract"/>
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    <link:label id="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_893276c9-39e4-4bd2-9d37-77ed3b107ee7_totalLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Total net assets</link:label>
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    <link:label id="lab_nmfc_ProceedsFromPurchaseOfUndrawnPortionOfInvestmentOperatingActivity_32f9838d-37d4-4f3b-b729-47d6534d61cb_terseLabel_en-US" xlink:label="lab_nmfc_ProceedsFromPurchaseOfUndrawnPortionOfInvestmentOperatingActivity" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cash received for purchase of undrawn portion of revolving credit or delayed draw facilities</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_nmfc_ProceedsFromPurchaseOfUndrawnPortionOfInvestmentOperatingActivity" xlink:href="nmfc-20230331.xsd#nmfc_ProceedsFromPurchaseOfUndrawnPortionOfInvestmentOperatingActivity"/>
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    <link:label id="lab_us-gaap_EquitySecuritiesByIndustryAxis_584c3381-9d3b-4748-90bd-261ee43015df_terseLabel_en-US" xlink:label="lab_us-gaap_EquitySecuritiesByIndustryAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Industry Sector [Axis]</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EquitySecuritiesByIndustryAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_EquitySecuritiesByIndustryAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquitySecuritiesByIndustryAxis" xlink:to="lab_us-gaap_EquitySecuritiesByIndustryAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationByAssetClassDomain_4e3b9b9a-b27d-459d-ba01-479aed8f0523_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationByAssetClassDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Asset Class [Domain]</link:label>
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    <link:label id="lab_nmfc_CRCILonghornHoldingsIncMember_de8b0bf6-8853-48cc-a514-d3bb20a95900_terseLabel_en-US" xlink:label="lab_nmfc_CRCILonghornHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">CRCI Longhorn Holdings, Inc.</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_nmfc_CRCILonghornHoldingsIncMember" xlink:href="nmfc-20230331.xsd#nmfc_CRCILonghornHoldingsIncMember"/>
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    <link:label id="lab_srt_MinimumMember_ee35d0bf-34de-4699-8d29-f576493f7d82_verboseLabel_en-US" xlink:label="lab_srt_MinimumMember" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Low</link:label>
    <link:label id="lab_srt_MinimumMember_57832cbf-5ddf-4965-b171-03ec308a70fa_terseLabel_en-US" xlink:label="lab_srt_MinimumMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Minimum</link:label>
    <link:label id="lab_srt_MinimumMember_label_en-US" xlink:label="lab_srt_MinimumMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Minimum [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_srt_MinimumMember" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_MinimumMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_MinimumMember" xlink:to="lab_srt_MinimumMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_DebtInstrumentConvertibleConversionRatio1_0c3f75b5-aaa2-4574-af29-5e860f103527_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentConvertibleConversionRatio1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Conversion rate</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentConvertibleConversionRatio1_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentConvertibleConversionRatio1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument, Convertible, Conversion Ratio</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DebtInstrumentConvertibleConversionRatio1" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_DebtInstrumentConvertibleConversionRatio1"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentConvertibleConversionRatio1" xlink:to="lab_us-gaap_DebtInstrumentConvertibleConversionRatio1" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_MinorityInterest_94c9beb9-55c3-4b34-be7e-9e79dcc8932b_terseLabel_en-US" xlink:label="lab_us-gaap_MinorityInterest" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Non-controlling interest in New Mountain Net Lease Corporation</link:label>
    <link:label id="lab_us-gaap_MinorityInterest_label_en-US" xlink:label="lab_us-gaap_MinorityInterest" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Stockholders' Equity Attributable to Noncontrolling Interest</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_MinorityInterest" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_MinorityInterest"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MinorityInterest" xlink:to="lab_us-gaap_MinorityInterest" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_StatementOfFinancialPositionAbstract_label_en-US" xlink:label="lab_us-gaap_StatementOfFinancialPositionAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Statement of Financial Position [Abstract]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StatementOfFinancialPositionAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StatementOfFinancialPositionAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementOfFinancialPositionAbstract" xlink:to="lab_us-gaap_StatementOfFinancialPositionAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_dei_EntityEmergingGrowthCompany_18da94df-fb64-411a-9eb9-98e62e3ddb7d_terseLabel_en-US" xlink:label="lab_dei_EntityEmergingGrowthCompany" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Entity Emerging Growth Company</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityEmergingGrowthCompany" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityEmergingGrowthCompany"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityEmergingGrowthCompany" xlink:to="lab_dei_EntityEmergingGrowthCompany" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_CFSManagementLLCMember_7eba824c-0c20-4ac4-9f4c-90bf69d1942d_terseLabel_en-US" xlink:label="lab_nmfc_CFSManagementLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">CFS Management, LLC</link:label>
    <link:label id="lab_nmfc_CFSManagementLLCMember_label_en-US" xlink:label="lab_nmfc_CFSManagementLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">CFS Management, LLC [Member]</link:label>
    <link:label id="lab_nmfc_CFSManagementLLCMember_documentation_en-US" xlink:label="lab_nmfc_CFSManagementLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">CFS Management, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_CFSManagementLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_CFSManagementLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_CFSManagementLLCMember" xlink:to="lab_nmfc_CFSManagementLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_AssociationsIncMember_9661e2a4-c3dc-4ba4-b47c-ecb2526c5344_terseLabel_en-US" xlink:label="lab_nmfc_AssociationsIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Associations, Inc.</link:label>
    <link:label id="lab_nmfc_AssociationsIncMember_label_en-US" xlink:label="lab_nmfc_AssociationsIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Associations, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_AssociationsIncMember_documentation_en-US" xlink:label="lab_nmfc_AssociationsIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Associations, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_AssociationsIncMember" xlink:href="nmfc-20230331.xsd#nmfc_AssociationsIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_AssociationsIncMember" xlink:to="lab_nmfc_AssociationsIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentCompanyCapitalTransactionsIncreaseDecrease_701214ff-a2f3-4bee-a1ad-457b14c47696_totalLabel_en-US" xlink:label="lab_nmfc_InvestmentCompanyCapitalTransactionsIncreaseDecrease" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Total net decrease in net assets resulting from capital transactions</link:label>
    <link:label id="lab_nmfc_InvestmentCompanyCapitalTransactionsIncreaseDecrease_label_en-US" xlink:label="lab_nmfc_InvestmentCompanyCapitalTransactionsIncreaseDecrease" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Capital Transactions, Increase (Decrease)</link:label>
    <link:label id="lab_nmfc_InvestmentCompanyCapitalTransactionsIncreaseDecrease_documentation_en-US" xlink:label="lab_nmfc_InvestmentCompanyCapitalTransactionsIncreaseDecrease" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Capital Transactions, Increase (Decrease)</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentCompanyCapitalTransactionsIncreaseDecrease" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentCompanyCapitalTransactionsIncreaseDecrease"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentCompanyCapitalTransactionsIncreaseDecrease" xlink:to="lab_nmfc_InvestmentCompanyCapitalTransactionsIncreaseDecrease" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_CommonStockParOrStatedValuePerShare_ec4d9bb8-0a26-49c0-8472-dcd62c4ad0b0_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockParOrStatedValuePerShare" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Common stock, par value (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_CommonStockParOrStatedValuePerShare_label_en-US" xlink:label="lab_us-gaap_CommonStockParOrStatedValuePerShare" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Common Stock, Par or Stated Value Per Share</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CommonStockParOrStatedValuePerShare" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CommonStockParOrStatedValuePerShare"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockParOrStatedValuePerShare" xlink:to="lab_us-gaap_CommonStockParOrStatedValuePerShare" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DebtInstrumentCovenantDebtToEquityRatioMaximum_2feae4b0-10bb-4617-9dd6-91fc5df20bbe_terseLabel_en-US" xlink:label="lab_nmfc_DebtInstrumentCovenantDebtToEquityRatioMaximum" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt to equity ratio, maximum</link:label>
    <link:label id="lab_nmfc_DebtInstrumentCovenantDebtToEquityRatioMaximum_label_en-US" xlink:label="lab_nmfc_DebtInstrumentCovenantDebtToEquityRatioMaximum" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument, Covenant, Debt To Equity Ratio, Maximum</link:label>
    <link:label id="lab_nmfc_DebtInstrumentCovenantDebtToEquityRatioMaximum_documentation_en-US" xlink:label="lab_nmfc_DebtInstrumentCovenantDebtToEquityRatioMaximum" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument, Covenant, Debt To Equity Ratio, Maximum</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DebtInstrumentCovenantDebtToEquityRatioMaximum" xlink:href="nmfc-20230331.xsd#nmfc_DebtInstrumentCovenantDebtToEquityRatioMaximum"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DebtInstrumentCovenantDebtToEquityRatioMaximum" xlink:to="lab_nmfc_DebtInstrumentCovenantDebtToEquityRatioMaximum" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_ApprissHealthLLCMember_e5a6caa4-68b4-4d6a-bd92-2d1e9b64ae58_terseLabel_en-US" xlink:label="lab_nmfc_ApprissHealthLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Appriss Health, LLC</link:label>
    <link:label id="lab_nmfc_ApprissHealthLLCMember_label_en-US" xlink:label="lab_nmfc_ApprissHealthLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Appriss Health, LLC [Member]</link:label>
    <link:label id="lab_nmfc_ApprissHealthLLCMember_documentation_en-US" xlink:label="lab_nmfc_ApprissHealthLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Appriss Health, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_ApprissHealthLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_ApprissHealthLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_ApprissHealthLLCMember" xlink:to="lab_nmfc_ApprissHealthLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NMFCSeniorLoanProgramIIILLCMember_2c2aae94-8f81-477a-aaf8-50fef83913ec_verboseLabel_en-US" xlink:label="lab_nmfc_NMFCSeniorLoanProgramIIILLCMember" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NMFC Senior Loan Program III LLC</link:label>
    <link:label id="lab_nmfc_NMFCSeniorLoanProgramIIILLCMember_bfb21ddf-6a18-4153-a4ff-87f11e41c2de_terseLabel_en-US" xlink:label="lab_nmfc_NMFCSeniorLoanProgramIIILLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">SLP III</link:label>
    <link:label id="lab_nmfc_NMFCSeniorLoanProgramIIILLCMember_label_en-US" xlink:label="lab_nmfc_NMFCSeniorLoanProgramIIILLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NMFC Senior Loan Program III&#160;LLC [Member]</link:label>
    <link:label id="lab_nmfc_NMFCSeniorLoanProgramIIILLCMember_documentation_en-US" xlink:label="lab_nmfc_NMFCSeniorLoanProgramIIILLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NMFC Senior Loan Program III&#160;LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NMFCSeniorLoanProgramIIILLCMember" xlink:href="nmfc-20230331.xsd#nmfc_NMFCSeniorLoanProgramIIILLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NMFCSeniorLoanProgramIIILLCMember" xlink:to="lab_nmfc_NMFCSeniorLoanProgramIIILLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_StockIssuedDuringPeriodValueNewIssuesAndDividendReinvestmentPlan_54e88a75-1df0-4fc4-b578-1654c0d40d14_terseLabel_en-US" xlink:label="lab_nmfc_StockIssuedDuringPeriodValueNewIssuesAndDividendReinvestmentPlan" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Issuances of common stock</link:label>
    <link:label id="lab_nmfc_StockIssuedDuringPeriodValueNewIssuesAndDividendReinvestmentPlan_label_en-US" xlink:label="lab_nmfc_StockIssuedDuringPeriodValueNewIssuesAndDividendReinvestmentPlan" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Stock Issued During Period, Value, New Issues And Dividend Reinvestment Plan</link:label>
    <link:label id="lab_nmfc_StockIssuedDuringPeriodValueNewIssuesAndDividendReinvestmentPlan_documentation_en-US" xlink:label="lab_nmfc_StockIssuedDuringPeriodValueNewIssuesAndDividendReinvestmentPlan" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Stock Issued During Period, Value, New Issues And Dividend Reinvestment Plan</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_StockIssuedDuringPeriodValueNewIssuesAndDividendReinvestmentPlan" xlink:href="nmfc-20230331.xsd#nmfc_StockIssuedDuringPeriodValueNewIssuesAndDividendReinvestmentPlan"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_StockIssuedDuringPeriodValueNewIssuesAndDividendReinvestmentPlan" xlink:to="lab_nmfc_StockIssuedDuringPeriodValueNewIssuesAndDividendReinvestmentPlan" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_CommitmentsAndContingenciesDisclosureAbstract_label_en-US" xlink:label="lab_us-gaap_CommitmentsAndContingenciesDisclosureAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Commitments and Contingencies Disclosure [Abstract]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CommitmentsAndContingenciesDisclosureAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CommitmentsAndContingenciesDisclosureAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommitmentsAndContingenciesDisclosureAbstract" xlink:to="lab_us-gaap_CommitmentsAndContingenciesDisclosureAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_DeferredFinanceCostsNet_102d9cbd-c079-455e-97e5-92958eb196a3_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DeferredFinanceCostsNet" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Deferred financing costs (net of accumulated amortization of $49,187 and $47,531, respectively)</link:label>
    <link:label id="lab_us-gaap_DeferredFinanceCostsNet_650786d0-b66c-474e-817c-9a75a68e25dd_negatedLabel_en-US" xlink:label="lab_us-gaap_DeferredFinanceCostsNet" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Deferred financing costs (net of accumulated amortization)</link:label>
    <link:label id="lab_us-gaap_DeferredFinanceCostsNet_label_en-US" xlink:label="lab_us-gaap_DeferredFinanceCostsNet" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Issuance Costs, Net</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredFinanceCostsNet" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_DeferredFinanceCostsNet"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredFinanceCostsNet" xlink:to="lab_us-gaap_DeferredFinanceCostsNet" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_FairValueDisclosuresTextBlock_42d21356-8582-4f0c-9260-759851c8f0eb_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueDisclosuresTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value</link:label>
    <link:label id="lab_us-gaap_FairValueDisclosuresTextBlock_label_en-US" xlink:label="lab_us-gaap_FairValueDisclosuresTextBlock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value Disclosures [Text Block]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueDisclosuresTextBlock" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueDisclosuresTextBlock"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueDisclosuresTextBlock" xlink:to="lab_us-gaap_FairValueDisclosuresTextBlock" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentOwnedUnearnedDividendIncome_d7f2eb8e-ff38-4de5-90ba-204a30f81777_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentOwnedUnearnedDividendIncome" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unearned dividend income</link:label>
    <link:label id="lab_nmfc_InvestmentOwnedUnearnedDividendIncome_label_en-US" xlink:label="lab_nmfc_InvestmentOwnedUnearnedDividendIncome" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Owned, Unearned Dividend Income</link:label>
    <link:label id="lab_nmfc_InvestmentOwnedUnearnedDividendIncome_documentation_en-US" xlink:label="lab_nmfc_InvestmentOwnedUnearnedDividendIncome" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Owned, Unearned Dividend Income</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentOwnedUnearnedDividendIncome" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentOwnedUnearnedDividendIncome"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentOwnedUnearnedDividendIncome" xlink:to="lab_nmfc_InvestmentOwnedUnearnedDividendIncome" xlink:type="arc" order="1"/>
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    <link:label id="lab_dei_TradingSymbol_44127312-f750-4e62-9493-031c1c9e5283_terseLabel_en-US" xlink:label="lab_dei_TradingSymbol" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Trading Symbol</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_TradingSymbol" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_TradingSymbol"/>
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    <link:label id="lab_dei_EntityFileNumber_9e0901ef-1ca0-45d4-8554-f07eb017e816_terseLabel_en-US" xlink:label="lab_dei_EntityFileNumber" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Entity File Number</link:label>
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    <link:label id="lab_nmfc_DCAInvestmentHoldingLLCMember_52a72930-75f8-4c72-8c2a-e88e70b003ff_terseLabel_en-US" xlink:label="lab_nmfc_DCAInvestmentHoldingLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">DCA Investment Holding, LLC</link:label>
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    <link:label id="lab_nmfc_ValuationMarketAndIncomeApproachMember_52fc467d-a8c9-4ac5-84c0-92019eb3a31a_terseLabel_en-US" xlink:label="lab_nmfc_ValuationMarketAndIncomeApproachMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Market &amp; income approach</link:label>
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    <link:label id="lab_us-gaap-supplement_InvestmentCompanyNonconsolidatedSubsidiarySummarizedFinancialInformationTableTextBlock_b7b7c60c-570c-4679-895f-d2adf642365d_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_InvestmentCompanyNonconsolidatedSubsidiarySummarizedFinancialInformationTableTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Schedule of Summarized Financial Information for Nonconsolidated Entities</link:label>
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    <link:label id="lab_country_CA_5a7efd0e-92e1-4029-a1db-8d1186ade023_terseLabel_en-US" xlink:label="lab_country_CA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Canada</link:label>
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    <link:label id="lab_us-gaap_RepaymentsOfUnsecuredDebt_807c6c6b-e829-4c41-9ecc-b6f556dccb2e_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_RepaymentsOfUnsecuredDebt" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Repayment of Unsecured Notes</link:label>
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    <link:label id="lab_us-gaap_RepaymentsOfUnsecuredDebt_label_en-US" xlink:label="lab_us-gaap_RepaymentsOfUnsecuredDebt" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Repayments of Unsecured Debt</link:label>
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    <link:label id="lab_us-gaap_AdministrativeFeesExpense_d0066a72-d85f-423c-b293-4e1369b90c7d_terseLabel_en-US" xlink:label="lab_us-gaap_AdministrativeFeesExpense" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Administrative expenses</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AdministrativeFeesExpense" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AdministrativeFeesExpense"/>
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    <link:label id="lab_nmfc_LenderCostOfFundsRateMember_b64aef95-d141-4474-8ee1-d7398341d209_terseLabel_en-US" xlink:label="lab_nmfc_LenderCostOfFundsRateMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Lender Cost Of Funds Rate</link:label>
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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentFairValueDisclosure_e925eb0f-cebe-4f71-a83b-058698929753_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentFairValueDisclosure" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value</link:label>
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    <link:label id="lab_nmfc_RegulatoryCapitalRequirementsForInvestmentCompaniesTextBlock_ed387544-665c-4db1-b8c4-224d55c930b7_terseLabel_en-US" xlink:label="lab_nmfc_RegulatoryCapitalRequirementsForInvestmentCompaniesTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Regulation</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_nmfc_RegulatoryCapitalRequirementsForInvestmentCompaniesTextBlock" xlink:href="nmfc-20230331.xsd#nmfc_RegulatoryCapitalRequirementsForInvestmentCompaniesTextBlock"/>
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    <link:label id="lab_nmfc_SoftwareSectorMember_e29346ba-18c4-4e0b-8dd8-8b585b0d9548_terseLabel_en-US" xlink:label="lab_nmfc_SoftwareSectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Software</link:label>
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    <link:label id="lab_nmfc_LineOfCreditFacilityBorrowingCapacityFirstPercentage_1e86c9d6-89cb-498d-a422-d040a1ec3b3b_terseLabel_en-US" xlink:label="lab_nmfc_LineOfCreditFacilityBorrowingCapacityFirstPercentage" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Borrowing capacity, first percentage</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_nmfc_LineOfCreditFacilityBorrowingCapacityFirstPercentage" xlink:href="nmfc-20230331.xsd#nmfc_LineOfCreditFacilityBorrowingCapacityFirstPercentage"/>
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    <link:label id="lab_us-gaap_ConcentrationRiskByBenchmarkAxis_e4efc21c-0803-40a1-8305-e04787062da2_terseLabel_en-US" xlink:label="lab_us-gaap_ConcentrationRiskByBenchmarkAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Concentration Risk Benchmark [Axis]</link:label>
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    <link:label id="lab_us-gaap-supplement_InvestmentCompanyDistributionPolicyTextBlock_dd203203-0639-4548-8dfa-0c73fdf2d07e_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_InvestmentCompanyDistributionPolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Distributions</link:label>
    <link:label id="lab_us-gaap-supplement_InvestmentCompanyDistributionPolicyTextBlock_label_en-US" xlink:label="lab_us-gaap-supplement_InvestmentCompanyDistributionPolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Distribution [Policy Text Block]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_InvestmentCompanyDistributionPolicyTextBlock" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_InvestmentCompanyDistributionPolicyTextBlock"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_InvestmentCompanyDistributionPolicyTextBlock" xlink:to="lab_us-gaap-supplement_InvestmentCompanyDistributionPolicyTextBlock" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpEagleInfrastructureSuperHoldCoLLCMember_7306af27-85d9-4983-873c-85e5dd24e4ca_terseLabel_en-US" xlink:label="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpEagleInfrastructureSuperHoldCoLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Eagle Infrastructure Services, LLC (fka FR Arsenal Holdings II Corp.) / Eagle Infrastructure Super HoldCo, LLC</link:label>
    <link:label id="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpEagleInfrastructureSuperHoldCoLLCMember_label_en-US" xlink:label="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpEagleInfrastructureSuperHoldCoLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Eagle Infrastructure Services, LLC (fka FR Arsenal Holdings II Corp.), Eagle Infrastructure Super HoldCo, LLC [Member]</link:label>
    <link:label id="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpEagleInfrastructureSuperHoldCoLLCMember_documentation_en-US" xlink:label="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpEagleInfrastructureSuperHoldCoLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Eagle Infrastructure Services, LLC (fka FR Arsenal Holdings II Corp.), Eagle Infrastructure Super HoldCo, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpEagleInfrastructureSuperHoldCoLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpEagleInfrastructureSuperHoldCoLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpEagleInfrastructureSuperHoldCoLLCMember" xlink:to="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpEagleInfrastructureSuperHoldCoLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_ManagementAndServiceFeesBaseRateTargetUnderWaiverAgreement_c8d8c739-72d7-486d-b08e-0a15d3af17c0_terseLabel_en-US" xlink:label="lab_nmfc_ManagementAndServiceFeesBaseRateTargetUnderWaiverAgreement" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Reduced base management fee percentage</link:label>
    <link:label id="lab_nmfc_ManagementAndServiceFeesBaseRateTargetUnderWaiverAgreement_label_en-US" xlink:label="lab_nmfc_ManagementAndServiceFeesBaseRateTargetUnderWaiverAgreement" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Management And Service Fees, Base Rate, Target Under Waiver Agreement</link:label>
    <link:label id="lab_nmfc_ManagementAndServiceFeesBaseRateTargetUnderWaiverAgreement_documentation_en-US" xlink:label="lab_nmfc_ManagementAndServiceFeesBaseRateTargetUnderWaiverAgreement" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Management And Service Fees, Base Rate, Target Under Waiver Agreement</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_ManagementAndServiceFeesBaseRateTargetUnderWaiverAgreement" xlink:href="nmfc-20230331.xsd#nmfc_ManagementAndServiceFeesBaseRateTargetUnderWaiverAgreement"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_ManagementAndServiceFeesBaseRateTargetUnderWaiverAgreement" xlink:to="lab_nmfc_ManagementAndServiceFeesBaseRateTargetUnderWaiverAgreement" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentExtensionPeriod_b3264a40-0382-4b4a-8010-69ca6827f316_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentExtensionPeriod" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment extension period</link:label>
    <link:label id="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentExtensionPeriod_label_en-US" xlink:label="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentExtensionPeriod" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Nonconsolidated Subsidiary, Investment Extension Period</link:label>
    <link:label id="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentExtensionPeriod_documentation_en-US" xlink:label="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentExtensionPeriod" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Nonconsolidated Subsidiary, Investment Extension Period</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentExtensionPeriod" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentExtensionPeriod"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentExtensionPeriod" xlink:to="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentExtensionPeriod" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentTypeConcentrationRiskMember_32eed552-f6f0-4266-bcb1-e570f84354dc_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentTypeConcentrationRiskMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment&#160;Type</link:label>
    <link:label id="lab_nmfc_InvestmentTypeConcentrationRiskMember_label_en-US" xlink:label="lab_nmfc_InvestmentTypeConcentrationRiskMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Type Concentration Risk [Member]</link:label>
    <link:label id="lab_nmfc_InvestmentTypeConcentrationRiskMember_documentation_en-US" xlink:label="lab_nmfc_InvestmentTypeConcentrationRiskMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Type Concentration Risk</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentTypeConcentrationRiskMember" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentTypeConcentrationRiskMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentTypeConcentrationRiskMember" xlink:to="lab_nmfc_InvestmentTypeConcentrationRiskMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_HoldingsCreditFacilityMember_5f122ce0-cdee-4bdc-8a63-3c933165c7fc_terseLabel_en-US" xlink:label="lab_nmfc_HoldingsCreditFacilityMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Holdings Credit Facility</link:label>
    <link:label id="lab_nmfc_HoldingsCreditFacilityMember_label_en-US" xlink:label="lab_nmfc_HoldingsCreditFacilityMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Holdings Credit Facility [Member]</link:label>
    <link:label id="lab_nmfc_HoldingsCreditFacilityMember_documentation_en-US" xlink:label="lab_nmfc_HoldingsCreditFacilityMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Holdings Credit Facility</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_HoldingsCreditFacilityMember" xlink:href="nmfc-20230331.xsd#nmfc_HoldingsCreditFacilityMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_HoldingsCreditFacilityMember" xlink:to="lab_nmfc_HoldingsCreditFacilityMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_LondonInterbankOfferedRateLIBORMember_6f065646-0937-4f8c-ac70-9d23e6d97d0a_terseLabel_en-US" xlink:label="lab_us-gaap_LondonInterbankOfferedRateLIBORMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">LIBOR</link:label>
    <link:label id="lab_us-gaap_LondonInterbankOfferedRateLIBORMember_label_en-US" xlink:label="lab_us-gaap_LondonInterbankOfferedRateLIBORMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">London Interbank Offered Rate (LIBOR) [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LondonInterbankOfferedRateLIBORMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LondonInterbankOfferedRateLIBORMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LondonInterbankOfferedRateLIBORMember" xlink:to="lab_us-gaap_LondonInterbankOfferedRateLIBORMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_QIDNGLLLCMember_fa3d1f23-bef4-4312-8df1-43895f1990d6_terseLabel_en-US" xlink:label="lab_nmfc_QIDNGLLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">QID NGL, LLC</link:label>
    <link:label id="lab_nmfc_QIDNGLLLCMember_label_en-US" xlink:label="lab_nmfc_QIDNGLLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">QID NGL, LLC [Member]</link:label>
    <link:label id="lab_nmfc_QIDNGLLLCMember_documentation_en-US" xlink:label="lab_nmfc_QIDNGLLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">QID NGL, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_QIDNGLLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_QIDNGLLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_QIDNGLLLCMember" xlink:to="lab_nmfc_QIDNGLLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_country_AU_e1d26626-ea34-4a4b-81d2-16f809523736_terseLabel_en-US" xlink:label="lab_country_AU" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Australia</link:label>
    <link:label id="lab_country_AU_label_en-US" xlink:label="lab_country_AU" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">AUSTRALIA</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_country_AU" xlink:href="https://xbrl.sec.gov/country/2022/country-2022.xsd#country_AU"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_country_AU" xlink:to="lab_country_AU" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_PrimeRateMember_19e99fee-0d65-4765-ba47-1dd3f8f8533b_terseLabel_en-US" xlink:label="lab_us-gaap_PrimeRateMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Prime Rate</link:label>
    <link:label id="lab_us-gaap_PrimeRateMember_label_en-US" xlink:label="lab_us-gaap_PrimeRateMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Prime Rate [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PrimeRateMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PrimeRateMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PrimeRateMember" xlink:to="lab_us-gaap_PrimeRateMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_SubsequentEventsAbstract_label_en-US" xlink:label="lab_us-gaap_SubsequentEventsAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Subsequent Events [Abstract]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SubsequentEventsAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SubsequentEventsAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SubsequentEventsAbstract" xlink:to="lab_us-gaap_SubsequentEventsAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_ConcentrationRiskPercentage1_3f04123b-ad42-48ae-9dcc-9f4be12826bf_terseLabel_en-US" xlink:label="lab_us-gaap_ConcentrationRiskPercentage1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Percent&#160;of&#160;Total Investments&#160;at&#160;Fair&#160;Value</link:label>
    <link:label id="lab_us-gaap_ConcentrationRiskPercentage1_label_en-US" xlink:label="lab_us-gaap_ConcentrationRiskPercentage1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Concentration Risk, Percentage</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ConcentrationRiskPercentage1" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ConcentrationRiskPercentage1"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ConcentrationRiskPercentage1" xlink:to="lab_us-gaap_ConcentrationRiskPercentage1" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentManagementAgreementAnnualizedCatchUpThresholdMember_6a0c36b9-f2e2-47e9-af31-aa49ccf5416b_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementAnnualizedCatchUpThresholdMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Annualized catch-up threshold</link:label>
    <link:label id="lab_nmfc_InvestmentManagementAgreementAnnualizedCatchUpThresholdMember_label_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementAnnualizedCatchUpThresholdMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Management Agreement, Annualized Catch-Up Threshold [Member]</link:label>
    <link:label id="lab_nmfc_InvestmentManagementAgreementAnnualizedCatchUpThresholdMember_documentation_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementAnnualizedCatchUpThresholdMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Management Agreement, Annualized Catch-Up Threshold</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentManagementAgreementAnnualizedCatchUpThresholdMember" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentManagementAgreementAnnualizedCatchUpThresholdMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentManagementAgreementAnnualizedCatchUpThresholdMember" xlink:to="lab_nmfc_InvestmentManagementAgreementAnnualizedCatchUpThresholdMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_CashAndOtherAssets_71ea440f-8f7b-4e2f-82ae-43c97d63c6bf_terseLabel_en-US" xlink:label="lab_nmfc_CashAndOtherAssets" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cash and other assets</link:label>
    <link:label id="lab_nmfc_CashAndOtherAssets_label_en-US" xlink:label="lab_nmfc_CashAndOtherAssets" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cash And Other Assets</link:label>
    <link:label id="lab_nmfc_CashAndOtherAssets_documentation_en-US" xlink:label="lab_nmfc_CashAndOtherAssets" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cash And Other Assets</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_CashAndOtherAssets" xlink:href="nmfc-20230331.xsd#nmfc_CashAndOtherAssets"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_CashAndOtherAssets" xlink:to="lab_nmfc_CashAndOtherAssets" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_VariableRateComponentDomain_daffccb7-7a72-44ec-9f15-1cce32b4248f_terseLabel_en-US" xlink:label="lab_nmfc_VariableRateComponentDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Variable Rate Component [Domain]</link:label>
    <link:label id="lab_nmfc_VariableRateComponentDomain_label_en-US" xlink:label="lab_nmfc_VariableRateComponentDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Variable Rate Component [Domain]</link:label>
    <link:label id="lab_nmfc_VariableRateComponentDomain_documentation_en-US" xlink:label="lab_nmfc_VariableRateComponentDomain" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Variable Rate Component [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_VariableRateComponentDomain" xlink:href="nmfc-20230331.xsd#nmfc_VariableRateComponentDomain"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_VariableRateComponentDomain" xlink:to="lab_nmfc_VariableRateComponentDomain" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NotoriousTopcoLLCMember_fcfe7de6-c0bb-4adc-9a49-1351e402be3c_terseLabel_en-US" xlink:label="lab_nmfc_NotoriousTopcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Notorious Topco, LLC</link:label>
    <link:label id="lab_nmfc_NotoriousTopcoLLCMember_label_en-US" xlink:label="lab_nmfc_NotoriousTopcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Notorious Topco, LLC [Member]</link:label>
    <link:label id="lab_nmfc_NotoriousTopcoLLCMember_documentation_en-US" xlink:label="lab_nmfc_NotoriousTopcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Notorious Topco, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NotoriousTopcoLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_NotoriousTopcoLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NotoriousTopcoLLCMember" xlink:to="lab_nmfc_NotoriousTopcoLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_CreditFacilityDomain_2d3921b1-2de4-4368-a7ed-a66085368d2e_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Credit Facility [Domain]</link:label>
    <link:label id="lab_us-gaap_CreditFacilityDomain_label_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Credit Facility [Domain]</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityDomain" xlink:to="lab_us-gaap_CreditFacilityDomain" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_IncreaseDecreaseInOperatingLiabilitiesAbstract_c8fc7a31-92bf-4b56-936b-6a2b55573de7_terseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInOperatingLiabilitiesAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Increase (decrease) in operating liabilities:</link:label>
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    <link:label id="lab_us-gaap-supplement_DividendIncomeOperatingPaidInKind_ca245306-c743-49fb-b8c2-a5781c0f062c_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_DividendIncomeOperatingPaidInKind" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Non-cash dividend income</link:label>
    <link:label id="lab_us-gaap-supplement_DividendIncomeOperatingPaidInKind_9fe652b4-3052-4f94-851b-005584b66e54_verboseLabel_en-US" xlink:label="lab_us-gaap-supplement_DividendIncomeOperatingPaidInKind" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment income, dividend, paid-in-kind</link:label>
    <link:label id="lab_us-gaap-supplement_DividendIncomeOperatingPaidInKind_label_en-US" xlink:label="lab_us-gaap-supplement_DividendIncomeOperatingPaidInKind" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Dividend Income, Operating, Paid in Kind</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_DividendIncomeOperatingPaidInKind" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_DividendIncomeOperatingPaidInKind"/>
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    <link:label id="lab_us-gaap_InterestPaidNet_ee9a9704-08fb-404e-82cf-74c132e92680_terseLabel_en-US" xlink:label="lab_us-gaap_InterestPaidNet" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cash interest paid</link:label>
    <link:label id="lab_us-gaap_InterestPaidNet_label_en-US" xlink:label="lab_us-gaap_InterestPaidNet" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest Paid, Excluding Capitalized Interest, Operating Activities</link:label>
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    <link:label id="lab_nmfc_OABuyerIncMember_38a2dca2-f7ec-455d-bd64-1b220e57ce3d_terseLabel_en-US" xlink:label="lab_nmfc_OABuyerIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">OA Buyer, Inc.</link:label>
    <link:label id="lab_nmfc_OABuyerIncMember_label_en-US" xlink:label="lab_nmfc_OABuyerIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">OA Buyer, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_OABuyerIncMember_documentation_en-US" xlink:label="lab_nmfc_OABuyerIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">OA Buyer, Inc.</link:label>
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    <link:label id="lab_us-gaap_EarningsPerShareBasic_f2e945f0-909b-42db-9c29-f105d2b75707_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasic" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Basic earnings per share (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_EarningsPerShareBasic_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasic" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Earnings Per Share, Basic</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EarningsPerShareBasic" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_EarningsPerShareBasic"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareBasic" xlink:to="lab_us-gaap_EarningsPerShareBasic" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_LineOfCreditFacilityBorrowingCapacityFourthPercentage_1acf891d-0d9a-44f7-a382-d7f82eec2898_terseLabel_en-US" xlink:label="lab_nmfc_LineOfCreditFacilityBorrowingCapacityFourthPercentage" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Borrowing capacity, fourth percentage</link:label>
    <link:label id="lab_nmfc_LineOfCreditFacilityBorrowingCapacityFourthPercentage_label_en-US" xlink:label="lab_nmfc_LineOfCreditFacilityBorrowingCapacityFourthPercentage" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Line Of Credit Facility, Borrowing Capacity, Fourth Percentage</link:label>
    <link:label id="lab_nmfc_LineOfCreditFacilityBorrowingCapacityFourthPercentage_documentation_en-US" xlink:label="lab_nmfc_LineOfCreditFacilityBorrowingCapacityFourthPercentage" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Line Of Credit Facility, Borrowing Capacity, Fourth Percentage</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_LineOfCreditFacilityBorrowingCapacityFourthPercentage" xlink:href="nmfc-20230331.xsd#nmfc_LineOfCreditFacilityBorrowingCapacityFourthPercentage"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_LineOfCreditFacilityBorrowingCapacityFourthPercentage" xlink:to="lab_nmfc_LineOfCreditFacilityBorrowingCapacityFourthPercentage" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_ManagementFeePayable_7a5c541f-15f2-49d5-842c-18d88f9e983c_terseLabel_en-US" xlink:label="lab_us-gaap_ManagementFeePayable" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Management fee payable</link:label>
    <link:label id="lab_us-gaap_ManagementFeePayable_label_en-US" xlink:label="lab_us-gaap_ManagementFeePayable" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Management Fee Payable</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ManagementFeePayable" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ManagementFeePayable"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ManagementFeePayable" xlink:to="lab_us-gaap_ManagementFeePayable" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_USD4000SBAGuaranteedDebenturesIssuedSeptember2016Member_40c0dbb0-92c9-444d-9c75-6ad4c122b534_terseLabel_en-US" xlink:label="lab_nmfc_USD4000SBAGuaranteedDebenturesIssuedSeptember2016Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">$4,000 SBA-guaranteed debentures, Issued September 2016</link:label>
    <link:label id="lab_nmfc_USD4000SBAGuaranteedDebenturesIssuedSeptember2016Member_label_en-US" xlink:label="lab_nmfc_USD4000SBAGuaranteedDebenturesIssuedSeptember2016Member" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USD 4,000 SBA Guaranteed Debentures, Issued September 2016 [Member]</link:label>
    <link:label id="lab_nmfc_USD4000SBAGuaranteedDebenturesIssuedSeptember2016Member_documentation_en-US" xlink:label="lab_nmfc_USD4000SBAGuaranteedDebenturesIssuedSeptember2016Member" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USD 4,000 SBA Guaranteed Debentures, Issued September 2016</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_USD4000SBAGuaranteedDebenturesIssuedSeptember2016Member" xlink:href="nmfc-20230331.xsd#nmfc_USD4000SBAGuaranteedDebenturesIssuedSeptember2016Member"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_USD4000SBAGuaranteedDebenturesIssuedSeptember2016Member" xlink:to="lab_nmfc_USD4000SBAGuaranteedDebenturesIssuedSeptember2016Member" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_KaseyaIncMember_d3fa57b8-d92d-4067-b86a-fa3a9993e56d_terseLabel_en-US" xlink:label="lab_nmfc_KaseyaIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Kaseya Inc</link:label>
    <link:label id="lab_nmfc_KaseyaIncMember_label_en-US" xlink:label="lab_nmfc_KaseyaIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Kaseya Inc [Member]</link:label>
    <link:label id="lab_nmfc_KaseyaIncMember_documentation_en-US" xlink:label="lab_nmfc_KaseyaIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Kaseya Inc</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_KaseyaIncMember" xlink:href="nmfc-20230331.xsd#nmfc_KaseyaIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_KaseyaIncMember" xlink:to="lab_nmfc_KaseyaIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_PaymentsToMinorityShareholders_638e3c10-26f4-4a2b-82d5-cb22f4c79242_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PaymentsToMinorityShareholders" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Distributions related to non-controlling interest in NMNLC</link:label>
    <link:label id="lab_us-gaap_PaymentsToMinorityShareholders_label_en-US" xlink:label="lab_us-gaap_PaymentsToMinorityShareholders" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Payments to Noncontrolling Interests</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsToMinorityShareholders" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PaymentsToMinorityShareholders"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToMinorityShareholders" xlink:to="lab_us-gaap_PaymentsToMinorityShareholders" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_UnrealizedGainLossSecuritiesRepurchasedUnderAgreementsToResell_b9400c10-2023-4caa-a8fd-99b5f445c9d7_verboseLabel_en-US" xlink:label="lab_nmfc_UnrealizedGainLossSecuritiesRepurchasedUnderAgreementsToResell" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Securities purchased under collateralized agreements to resell</link:label>
    <link:label id="lab_nmfc_UnrealizedGainLossSecuritiesRepurchasedUnderAgreementsToResell_b5385583-5f31-4e88-9370-57ad0f913b94_terseLabel_en-US" xlink:label="lab_nmfc_UnrealizedGainLossSecuritiesRepurchasedUnderAgreementsToResell" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net change in unrealized depreciation of securities purchased under collateralized agreements to resell</link:label>
    <link:label id="lab_nmfc_UnrealizedGainLossSecuritiesRepurchasedUnderAgreementsToResell_acb8e5cf-2957-446e-98b3-c439dda045ed_negatedTerseLabel_en-US" xlink:label="lab_nmfc_UnrealizedGainLossSecuritiesRepurchasedUnderAgreementsToResell" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net change in unrealized depreciation of securities purchased under collateralized agreements to resell</link:label>
    <link:label id="lab_nmfc_UnrealizedGainLossSecuritiesRepurchasedUnderAgreementsToResell_label_en-US" xlink:label="lab_nmfc_UnrealizedGainLossSecuritiesRepurchasedUnderAgreementsToResell" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unrealized Gain (Loss), Securities Repurchased Under Agreements To Resell</link:label>
    <link:label id="lab_nmfc_UnrealizedGainLossSecuritiesRepurchasedUnderAgreementsToResell_documentation_en-US" xlink:label="lab_nmfc_UnrealizedGainLossSecuritiesRepurchasedUnderAgreementsToResell" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unrealized Gain (Loss), Securities Repurchased Under Agreements To Resell</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_UnrealizedGainLossSecuritiesRepurchasedUnderAgreementsToResell" xlink:href="nmfc-20230331.xsd#nmfc_UnrealizedGainLossSecuritiesRepurchasedUnderAgreementsToResell"/>
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    <link:label id="lab_us-gaap_InvestmentsInAndAdvancesToAffiliatesAtFairValueGrossReductions_937ab772-c73f-4c60-a52f-542c7858dd0d_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_InvestmentsInAndAdvancesToAffiliatesAtFairValueGrossReductions" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Gross Redemptions</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentsInAndAdvancesToAffiliatesAtFairValueGrossReductions" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentsInAndAdvancesToAffiliatesAtFairValueGrossReductions"/>
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    <link:label id="lab_us-gaap_ConcentrationRiskTypeDomain_21c328b5-99cc-4dcc-bad3-df142057b0c8_terseLabel_en-US" xlink:label="lab_us-gaap_ConcentrationRiskTypeDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Concentration Risk Type [Domain]</link:label>
    <link:label id="lab_us-gaap_ConcentrationRiskTypeDomain_label_en-US" xlink:label="lab_us-gaap_ConcentrationRiskTypeDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Concentration Risk Type [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ConcentrationRiskTypeDomain" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ConcentrationRiskTypeDomain"/>
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    <link:label id="lab_srt_RepurchaseAgreementCounterpartyNameDomain_cad82e28-4f07-45b6-8210-914c19f3e35e_terseLabel_en-US" xlink:label="lab_srt_RepurchaseAgreementCounterpartyNameDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Counterparty Name [Domain]</link:label>
    <link:label id="lab_srt_RepurchaseAgreementCounterpartyNameDomain_label_en-US" xlink:label="lab_srt_RepurchaseAgreementCounterpartyNameDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Counterparty Name [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_srt_RepurchaseAgreementCounterpartyNameDomain" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_RepurchaseAgreementCounterpartyNameDomain"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_RepurchaseAgreementCounterpartyNameDomain" xlink:to="lab_srt_RepurchaseAgreementCounterpartyNameDomain" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_LossContingencyDamagesSoughtValue_878a0268-d781-48cd-ba50-3a655fcab3a8_terseLabel_en-US" xlink:label="lab_us-gaap_LossContingencyDamagesSoughtValue" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Damages sought</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LossContingencyDamagesSoughtValue" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LossContingencyDamagesSoughtValue"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LossContingencyDamagesSoughtValue" xlink:to="lab_us-gaap_LossContingencyDamagesSoughtValue" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_StockholdersEquity_38de8a2f-aa87-4ab8-aba9-b721e5d7b309_totalLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquity" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Total net assets of New Mountain Finance Corporation</link:label>
    <link:label id="lab_us-gaap_StockholdersEquity_label_en-US" xlink:label="lab_us-gaap_StockholdersEquity" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Stockholders' Equity Attributable to Parent</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StockholdersEquity" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StockholdersEquity"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquity" xlink:to="lab_us-gaap_StockholdersEquity" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_ConsumerServicesSectorMember_edc328ab-eca7-4a67-8ca6-64c2f9566d4f_terseLabel_en-US" xlink:label="lab_nmfc_ConsumerServicesSectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Consumer Services</link:label>
    <link:label id="lab_nmfc_ConsumerServicesSectorMember_label_en-US" xlink:label="lab_nmfc_ConsumerServicesSectorMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Consumer Services Sector [Member]</link:label>
    <link:label id="lab_nmfc_ConsumerServicesSectorMember_documentation_en-US" xlink:label="lab_nmfc_ConsumerServicesSectorMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Consumer Services Sector</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_ConsumerServicesSectorMember" xlink:href="nmfc-20230331.xsd#nmfc_ConsumerServicesSectorMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_ConsumerServicesSectorMember" xlink:to="lab_nmfc_ConsumerServicesSectorMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentOwnedPercentOfNetAssets_62f147f5-c45b-4bac-b4b2-7cf2bf80106d_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentOwnedPercentOfNetAssets" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Percent of Net Assets</link:label>
    <link:label id="lab_us-gaap_InvestmentOwnedPercentOfNetAssets_label_en-US" xlink:label="lab_us-gaap_InvestmentOwnedPercentOfNetAssets" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Owned, Percent of Net Assets</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentOwnedPercentOfNetAssets" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentOwnedPercentOfNetAssets"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentOwnedPercentOfNetAssets" xlink:to="lab_us-gaap_InvestmentOwnedPercentOfNetAssets" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentOwnedUnearnedInterestIncome_82b38e2c-9b79-4b56-8496-e648017ea482_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentOwnedUnearnedInterestIncome" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unearned interest income</link:label>
    <link:label id="lab_nmfc_InvestmentOwnedUnearnedInterestIncome_label_en-US" xlink:label="lab_nmfc_InvestmentOwnedUnearnedInterestIncome" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Owned, Unearned Interest Income</link:label>
    <link:label id="lab_nmfc_InvestmentOwnedUnearnedInterestIncome_documentation_en-US" xlink:label="lab_nmfc_InvestmentOwnedUnearnedInterestIncome" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Owned, Unearned Interest Income</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentOwnedUnearnedInterestIncome" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentOwnedUnearnedInterestIncome"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentOwnedUnearnedInterestIncome" xlink:to="lab_nmfc_InvestmentOwnedUnearnedInterestIncome" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentsMember_e1bc8abc-4711-47c5-b637-aa3eefe0e23d_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentsMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Total</link:label>
    <link:label id="lab_us-gaap_InvestmentsMember_label_en-US" xlink:label="lab_us-gaap_InvestmentsMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentsMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentsMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentsMember" xlink:to="lab_us-gaap_InvestmentsMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_LineOfCreditFacilityLineItems_e69547fe-1c77-4ba2-b37b-163bfab5bba6_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityLineItems" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Line of Credit Facility [Line Items]</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityLineItems_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityLineItems" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Line of Credit Facility [Line Items]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LineOfCreditFacilityLineItems" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LineOfCreditFacilityLineItems"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditFacilityLineItems" xlink:to="lab_us-gaap_LineOfCreditFacilityLineItems" xlink:type="arc" order="1"/>
    <link:label id="lab_srt_OwnershipDomain_c07daa9b-e41e-4418-ad6e-017df16d1f39_terseLabel_en-US" xlink:label="lab_srt_OwnershipDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Ownership [Domain]</link:label>
    <link:label id="lab_srt_OwnershipDomain_label_en-US" xlink:label="lab_srt_OwnershipDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Ownership [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_srt_OwnershipDomain" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_OwnershipDomain"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_OwnershipDomain" xlink:to="lab_srt_OwnershipDomain" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_BusinessProductsSectorMember_9e57a049-cfee-4a40-9224-a1ca72ed2462_terseLabel_en-US" xlink:label="lab_nmfc_BusinessProductsSectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Business Products</link:label>
    <link:label id="lab_nmfc_BusinessProductsSectorMember_label_en-US" xlink:label="lab_nmfc_BusinessProductsSectorMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Business Products Sector [Member]</link:label>
    <link:label id="lab_nmfc_BusinessProductsSectorMember_documentation_en-US" xlink:label="lab_nmfc_BusinessProductsSectorMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Business Products Sector</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_BusinessProductsSectorMember" xlink:href="nmfc-20230331.xsd#nmfc_BusinessProductsSectorMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_BusinessProductsSectorMember" xlink:to="lab_nmfc_BusinessProductsSectorMember" xlink:type="arc" order="1"/>
    <link:label id="lab_dei_EntityInteractiveDataCurrent_9a5f982a-088a-4dfa-8884-fdb5efde5c59_terseLabel_en-US" xlink:label="lab_dei_EntityInteractiveDataCurrent" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Entity Interactive Data Current</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityInteractiveDataCurrent" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityInteractiveDataCurrent"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityInteractiveDataCurrent" xlink:to="lab_dei_EntityInteractiveDataCurrent" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_SaleOfStockNumberOfSharesIssuedInTransaction_dbfe19ea-d7ce-442a-80ec-e2ee3fc4f88b_terseLabel_en-US" xlink:label="lab_us-gaap_SaleOfStockNumberOfSharesIssuedInTransaction" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale of stock, number of shares issued (in shares)</link:label>
    <link:label id="lab_us-gaap_SaleOfStockNumberOfSharesIssuedInTransaction_label_en-US" xlink:label="lab_us-gaap_SaleOfStockNumberOfSharesIssuedInTransaction" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale of Stock, Number of Shares Issued in Transaction</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SaleOfStockNumberOfSharesIssuedInTransaction" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SaleOfStockNumberOfSharesIssuedInTransaction"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SaleOfStockNumberOfSharesIssuedInTransaction" xlink:to="lab_us-gaap_SaleOfStockNumberOfSharesIssuedInTransaction" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable_eda523cb-01a8-4c51-83ca-3f672780ba51_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Property, Plant and Equipment [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable_label_en-US" xlink:label="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Property, Plant and Equipment [Table]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ScheduleOfPropertyPlantAndEquipmentTable"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable" xlink:to="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_DividendIncomeOperatingPaidInCash_351fca41-5e10-40ca-a128-ff90b8123f73_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_DividendIncomeOperatingPaidInCash" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Dividend income</link:label>
    <link:label id="lab_us-gaap-supplement_DividendIncomeOperatingPaidInCash_label_en-US" xlink:label="lab_us-gaap-supplement_DividendIncomeOperatingPaidInCash" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Dividend Income, Operating, Paid in Cash</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_DividendIncomeOperatingPaidInCash" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_DividendIncomeOperatingPaidInCash"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_DividendIncomeOperatingPaidInCash" xlink:to="lab_us-gaap-supplement_DividendIncomeOperatingPaidInCash" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_InvestmentCompanyMarketValuePerShare_880ab42b-d03a-49b7-b882-257405504129_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_InvestmentCompanyMarketValuePerShare" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Per share market value (in dollars per share)</link:label>
    <link:label id="lab_us-gaap-supplement_InvestmentCompanyMarketValuePerShare_label_en-US" xlink:label="lab_us-gaap-supplement_InvestmentCompanyMarketValuePerShare" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Market Value Per Share</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_InvestmentCompanyMarketValuePerShare" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_InvestmentCompanyMarketValuePerShare"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_InvestmentCompanyMarketValuePerShare" xlink:to="lab_us-gaap-supplement_InvestmentCompanyMarketValuePerShare" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DebtInstrumentConvertibleDividendsInExcessIncrease_e78853a1-208d-4ffb-9635-654f2e57db3b_terseLabel_en-US" xlink:label="lab_nmfc_DebtInstrumentConvertibleDividendsInExcessIncrease" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Increases in dividend in excess (in dollars per share)</link:label>
    <link:label id="lab_nmfc_DebtInstrumentConvertibleDividendsInExcessIncrease_label_en-US" xlink:label="lab_nmfc_DebtInstrumentConvertibleDividendsInExcessIncrease" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument, Convertible, Dividends In Excess, Increase</link:label>
    <link:label id="lab_nmfc_DebtInstrumentConvertibleDividendsInExcessIncrease_documentation_en-US" xlink:label="lab_nmfc_DebtInstrumentConvertibleDividendsInExcessIncrease" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument, Convertible, Dividends In Excess, Increase</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DebtInstrumentConvertibleDividendsInExcessIncrease" xlink:href="nmfc-20230331.xsd#nmfc_DebtInstrumentConvertibleDividendsInExcessIncrease"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DebtInstrumentConvertibleDividendsInExcessIncrease" xlink:to="lab_nmfc_DebtInstrumentConvertibleDividendsInExcessIncrease" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_HoldingsCreditFacilityExcludingBroadlySyndicatedLoansMember_028c15ec-eea0-499f-b59f-2d151d1a969d_terseLabel_en-US" xlink:label="lab_nmfc_HoldingsCreditFacilityExcludingBroadlySyndicatedLoansMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Holdings Credit Facility, Excluding Broadly Syndicated Loans</link:label>
    <link:label id="lab_nmfc_HoldingsCreditFacilityExcludingBroadlySyndicatedLoansMember_label_en-US" xlink:label="lab_nmfc_HoldingsCreditFacilityExcludingBroadlySyndicatedLoansMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Holdings Credit Facility, Excluding Broadly Syndicated Loans [Member]</link:label>
    <link:label id="lab_nmfc_HoldingsCreditFacilityExcludingBroadlySyndicatedLoansMember_documentation_en-US" xlink:label="lab_nmfc_HoldingsCreditFacilityExcludingBroadlySyndicatedLoansMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Holdings Credit Facility, Excluding Broadly Syndicated Loans</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_HoldingsCreditFacilityExcludingBroadlySyndicatedLoansMember" xlink:href="nmfc-20230331.xsd#nmfc_HoldingsCreditFacilityExcludingBroadlySyndicatedLoansMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_HoldingsCreditFacilityExcludingBroadlySyndicatedLoansMember" xlink:to="lab_nmfc_HoldingsCreditFacilityExcludingBroadlySyndicatedLoansMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember_16fd319f-eeec-43c6-a19c-19226eb24aeb_terseLabel_en-US" xlink:label="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Portion at Fair Value Measurement [Member]</link:label>
    <link:label id="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember_label_en-US" xlink:label="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Portion at Fair Value Measurement [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PortionAtFairValueFairValueDisclosureMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PortionAtFairValueFairValueDisclosureMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PortionAtFairValueFairValueDisclosureMember" xlink:to="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_BusinessServicesSectorMember_2e4adbd8-e968-49cb-a514-b8363b45e408_terseLabel_en-US" xlink:label="lab_nmfc_BusinessServicesSectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Business Services</link:label>
    <link:label id="lab_nmfc_BusinessServicesSectorMember_label_en-US" xlink:label="lab_nmfc_BusinessServicesSectorMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Business Services Sector [Member]</link:label>
    <link:label id="lab_nmfc_BusinessServicesSectorMember_documentation_en-US" xlink:label="lab_nmfc_BusinessServicesSectorMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Business Services Sector</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_BusinessServicesSectorMember" xlink:href="nmfc-20230331.xsd#nmfc_BusinessServicesSectorMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_BusinessServicesSectorMember" xlink:to="lab_nmfc_BusinessServicesSectorMember" xlink:type="arc" order="1"/>
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    <link:label id="lab_nmfc_ConveyHealthSolutionsIncMember_90a24382-45f1-4f71-b1d9-ead8ff432265_terseLabel_en-US" xlink:label="lab_nmfc_ConveyHealthSolutionsIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Convey Health Solutions, Inc.</link:label>
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    <link:label id="lab_nmfc_GuaranteedDebt_label_en-US" xlink:label="lab_nmfc_GuaranteedDebt" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Guaranteed Debt</link:label>
    <link:label id="lab_nmfc_GuaranteedDebt_documentation_en-US" xlink:label="lab_nmfc_GuaranteedDebt" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Guaranteed Debt</link:label>
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    <link:label id="lab_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_fc604b55-7295-4805-b086-52aa33f50c31_terseLabel_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Recent Accounting Standards Updates</link:label>
    <link:label id="lab_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock_label_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Accounting Standards Update and Change in Accounting Principle [Text Block]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesTextBlock"/>
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    <link:label id="lab_us-gaap-supplement_InvestmentIssuerNameAxis_001310de-6eac-4828-b5ed-d03f9b365641_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_InvestmentIssuerNameAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment, Issuer Name [Axis]</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_InvestmentIssuerNameAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_InvestmentIssuerNameAxis"/>
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    <link:label id="lab_us-gaap_CurrentIncomeTaxExpenseBenefit_cd7565df-e53e-46c0-9239-4956fc0bc903_verboseLabel_en-US" xlink:label="lab_us-gaap_CurrentIncomeTaxExpenseBenefit" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Current income tax expense</link:label>
    <link:label id="lab_us-gaap_CurrentIncomeTaxExpenseBenefit_label_en-US" xlink:label="lab_us-gaap_CurrentIncomeTaxExpenseBenefit" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Current Income Tax Expense (Benefit)</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CurrentIncomeTaxExpenseBenefit" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CurrentIncomeTaxExpenseBenefit"/>
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    <link:label id="lab_us-gaap_IncreaseDecreaseInInterestAndDividendsReceivable_3680ed85-5289-40d4-8433-3559ae8e87e6_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInInterestAndDividendsReceivable" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest and dividend receivable</link:label>
    <link:label id="lab_us-gaap_IncreaseDecreaseInInterestAndDividendsReceivable_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInInterestAndDividendsReceivable" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Increase (Decrease) in Interest and Dividends Receivable</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInInterestAndDividendsReceivable" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncreaseDecreaseInInterestAndDividendsReceivable"/>
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    <link:label id="lab_nmfc_USD28795SBAGuaranteedDebenturesIssuedSeptember2015Member_3d5504f6-1518-4d43-ae60-524e871fe987_terseLabel_en-US" xlink:label="lab_nmfc_USD28795SBAGuaranteedDebenturesIssuedSeptember2015Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">$28,795 SBA-guaranteed Debentures, Issued September 2015</link:label>
    <link:label id="lab_nmfc_USD28795SBAGuaranteedDebenturesIssuedSeptember2015Member_label_en-US" xlink:label="lab_nmfc_USD28795SBAGuaranteedDebenturesIssuedSeptember2015Member" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USD 28,795 SBA Guaranteed Debentures, Issued September 2015 [Member]</link:label>
    <link:label id="lab_nmfc_USD28795SBAGuaranteedDebenturesIssuedSeptember2015Member_documentation_en-US" xlink:label="lab_nmfc_USD28795SBAGuaranteedDebenturesIssuedSeptember2015Member" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USD 28,795 SBA Guaranteed Debentures, Issued September 2015</link:label>
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    <link:label id="lab_dei_DocumentTransitionReport_f632b8f4-42e7-4f75-b170-fe0bf1cdf377_terseLabel_en-US" xlink:label="lab_dei_DocumentTransitionReport" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Document Transition Report</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentTransitionReport" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_DocumentTransitionReport"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_DocumentTransitionReport" xlink:to="lab_dei_DocumentTransitionReport" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentCompanyNetAssetsFromOperationsIncreaseDecreaseAbstract_a34c49c7-921a-4fff-a4f0-875274e16b9f_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyNetAssetsFromOperationsIncreaseDecreaseAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Increase (decrease) in net assets resulting from operations:</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentCompanyNetAssetsFromOperationsIncreaseDecreaseAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentCompanyNetAssetsFromOperationsIncreaseDecreaseAbstract"/>
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    <link:label id="lab_dei_LocalPhoneNumber_33629cf9-e6b1-4ca1-b5a6-97fa39798b77_terseLabel_en-US" xlink:label="lab_dei_LocalPhoneNumber" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Local Phone Number</link:label>
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    <link:label id="lab_us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock_d9fc13f8-718a-4220-a9d8-9babcd929e47_terseLabel_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Recent accounting standards updates</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock" xlink:to="lab_us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_e015d9cb-8397-4bd2-9d46-f221017d4b23_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Available borrowing capacity</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Line of Credit Facility, Current Borrowing Capacity</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity"/>
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    <link:label id="lab_nmfc_ConsumerProductsSectorMember_34b34178-4197-45b6-8a3f-0331ffcd7620_terseLabel_en-US" xlink:label="lab_nmfc_ConsumerProductsSectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Consumer Products</link:label>
    <link:label id="lab_nmfc_ConsumerProductsSectorMember_label_en-US" xlink:label="lab_nmfc_ConsumerProductsSectorMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Consumer Products Sector [Member]</link:label>
    <link:label id="lab_nmfc_ConsumerProductsSectorMember_documentation_en-US" xlink:label="lab_nmfc_ConsumerProductsSectorMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Consumer Products Sector</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_ConsumerProductsSectorMember" xlink:href="nmfc-20230331.xsd#nmfc_ConsumerProductsSectorMember"/>
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    <link:label id="lab_nmfc_InvestmentManagementAgreementMember_0db53454-fd19-48c8-b324-ade6899b9aa6_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Management Agreement</link:label>
    <link:label id="lab_nmfc_InvestmentManagementAgreementMember_label_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Management Agreement [Member]</link:label>
    <link:label id="lab_nmfc_InvestmentManagementAgreementMember_documentation_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Management Agreement</link:label>
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    <link:label id="lab_nmfc_YLGHoldingsIncMember_023ad581-97c3-49ab-a118-dbd982860797_terseLabel_en-US" xlink:label="lab_nmfc_YLGHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">YLG Holdings, Inc.</link:label>
    <link:label id="lab_nmfc_YLGHoldingsIncMember_label_en-US" xlink:label="lab_nmfc_YLGHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">YLG Holdings, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_YLGHoldingsIncMember_documentation_en-US" xlink:label="lab_nmfc_YLGHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">YLG Holdings, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_YLGHoldingsIncMember" xlink:href="nmfc-20230331.xsd#nmfc_YLGHoldingsIncMember"/>
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    <link:label id="lab_us-gaap_CommonStockSharesOutstanding_c80ffd55-1753-431c-839e-08d4a2e7b126_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockSharesOutstanding" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Number of shares outstanding (in shares)</link:label>
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    <link:label id="lab_us-gaap_CommonStockSharesOutstanding_30d54d3b-f812-491f-995b-a671505bcf53_netLabel_en-US" xlink:label="lab_us-gaap_CommonStockSharesOutstanding" xlink:role="http://www.xbrl.org/2009/role/netLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Shares outstanding at end of period (in shares)</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockSharesOutstanding" xlink:to="lab_us-gaap_CommonStockSharesOutstanding" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NationalHMEIncAndNHMEHoldingsCorpMember_b78e81f7-994d-4c76-8605-e0bf2bdf271b_terseLabel_en-US" xlink:label="lab_nmfc_NationalHMEIncAndNHMEHoldingsCorpMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">National HME, Inc./NHME Holdings Corp.</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NationalHMEIncAndNHMEHoldingsCorpMember" xlink:href="nmfc-20230331.xsd#nmfc_NationalHMEIncAndNHMEHoldingsCorpMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NationalHMEIncAndNHMEHoldingsCorpMember" xlink:to="lab_nmfc_NationalHMEIncAndNHMEHoldingsCorpMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_IderaIncMember_0ff7d0a4-23cd-4444-acc8-032ecc3a7e34_terseLabel_en-US" xlink:label="lab_nmfc_IderaIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Idera, Inc.</link:label>
    <link:label id="lab_nmfc_IderaIncMember_label_en-US" xlink:label="lab_nmfc_IderaIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Idera, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_IderaIncMember_documentation_en-US" xlink:label="lab_nmfc_IderaIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Idera, Inc.</link:label>
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    <link:label id="lab_nmfc_UnsecuredManagementCompanyRevolverMember_ded114c1-1358-45b9-89c5-0107487314f0_terseLabel_en-US" xlink:label="lab_nmfc_UnsecuredManagementCompanyRevolverMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unsecured Management Company Revolver</link:label>
    <link:label id="lab_nmfc_UnsecuredManagementCompanyRevolverMember_label_en-US" xlink:label="lab_nmfc_UnsecuredManagementCompanyRevolverMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unsecured Management Company Revolver [Member]</link:label>
    <link:label id="lab_nmfc_UnsecuredManagementCompanyRevolverMember_documentation_en-US" xlink:label="lab_nmfc_UnsecuredManagementCompanyRevolverMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unsecured Management Company Revolver</link:label>
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    <link:label id="lab_us-gaap-supplement_InvestmentIssuerAffiliationAxis_f5b7f5f5-5af4-4bf9-a611-68da3ba2f6c9_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_InvestmentIssuerAffiliationAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment, Issuer Affiliation [Axis]</link:label>
    <link:label id="lab_us-gaap-supplement_InvestmentIssuerAffiliationAxis_label_en-US" xlink:label="lab_us-gaap-supplement_InvestmentIssuerAffiliationAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment, Issuer Affiliation [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_InvestmentIssuerAffiliationAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_InvestmentIssuerAffiliationAxis"/>
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    <link:label id="lab_us-gaap_IncomeTaxExpenseBenefit_0224a3d6-ebd4-4ce3-b89e-37215d8009b0_verboseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxExpenseBenefit" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Income tax provision</link:label>
    <link:label id="lab_us-gaap_IncomeTaxExpenseBenefit_label_en-US" xlink:label="lab_us-gaap_IncomeTaxExpenseBenefit" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Income Tax Expense (Benefit)</link:label>
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    <link:label id="lab_srt_SegmentGeographicalDomain_5326a065-15d1-4668-8558-c163ac017120_terseLabel_en-US" xlink:label="lab_srt_SegmentGeographicalDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Geographical [Domain]</link:label>
    <link:label id="lab_srt_SegmentGeographicalDomain_label_en-US" xlink:label="lab_srt_SegmentGeographicalDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Geographical [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_srt_SegmentGeographicalDomain" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_SegmentGeographicalDomain"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_SegmentGeographicalDomain" xlink:to="lab_srt_SegmentGeographicalDomain" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_DeferredIncomeTaxLiabilitiesNet_e3df1c7c-2a2d-4f9d-834d-a107ab1570c5_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxLiabilitiesNet" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Deferred tax liability</link:label>
    <link:label id="lab_us-gaap_DeferredIncomeTaxLiabilitiesNet_label_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxLiabilitiesNet" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Deferred Income Tax Liabilities, Net</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredIncomeTaxLiabilitiesNet" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_DeferredIncomeTaxLiabilitiesNet"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredIncomeTaxLiabilitiesNet" xlink:to="lab_us-gaap_DeferredIncomeTaxLiabilitiesNet" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_CalabrioIncMember_50faa9b3-892a-41eb-b2ae-8bf55beded00_terseLabel_en-US" xlink:label="lab_nmfc_CalabrioIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Calabrio, Inc.</link:label>
    <link:label id="lab_nmfc_CalabrioIncMember_label_en-US" xlink:label="lab_nmfc_CalabrioIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Calabrio, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_CalabrioIncMember_documentation_en-US" xlink:label="lab_nmfc_CalabrioIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Calabrio, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_CalabrioIncMember" xlink:href="nmfc-20230331.xsd#nmfc_CalabrioIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_CalabrioIncMember" xlink:to="lab_nmfc_CalabrioIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_PreferredStockParOrStatedValuePerShare_1ec39a33-bea9-478e-8dbb-d765a48d2cd8_terseLabel_en-US" xlink:label="lab_us-gaap_PreferredStockParOrStatedValuePerShare" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Preferred stock, par value (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_PreferredStockParOrStatedValuePerShare_label_en-US" xlink:label="lab_us-gaap_PreferredStockParOrStatedValuePerShare" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Preferred Stock, Par or Stated Value Per Share</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PreferredStockParOrStatedValuePerShare" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PreferredStockParOrStatedValuePerShare"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PreferredStockParOrStatedValuePerShare" xlink:to="lab_us-gaap_PreferredStockParOrStatedValuePerShare" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_IncomeStatementAbstract_label_en-US" xlink:label="lab_us-gaap_IncomeStatementAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Income Statement [Abstract]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeStatementAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncomeStatementAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeStatementAbstract" xlink:to="lab_us-gaap_IncomeStatementAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_AdditionalPaidInCapitalMember_443c8485-e2d9-4932-9c84-6f7c24753498_terseLabel_en-US" xlink:label="lab_us-gaap_AdditionalPaidInCapitalMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Paid in Capital in Excess of Par</link:label>
    <link:label id="lab_us-gaap_AdditionalPaidInCapitalMember_label_en-US" xlink:label="lab_us-gaap_AdditionalPaidInCapitalMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Additional Paid-in Capital [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AdditionalPaidInCapitalMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AdditionalPaidInCapitalMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AdditionalPaidInCapitalMember" xlink:to="lab_us-gaap_AdditionalPaidInCapitalMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_UnfundedDebtSecuritiesBridgeFacilitiesMember_39ab3ac8-0768-4341-81fe-a3ea97331e68_terseLabel_en-US" xlink:label="lab_nmfc_UnfundedDebtSecuritiesBridgeFacilitiesMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unfunded commitments on bridge facilities</link:label>
    <link:label id="lab_nmfc_UnfundedDebtSecuritiesBridgeFacilitiesMember_41bed58c-8887-4590-9df3-51b0e856e973_verboseLabel_en-US" xlink:label="lab_nmfc_UnfundedDebtSecuritiesBridgeFacilitiesMember" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Bridge financing commitments</link:label>
    <link:label id="lab_nmfc_UnfundedDebtSecuritiesBridgeFacilitiesMember_label_en-US" xlink:label="lab_nmfc_UnfundedDebtSecuritiesBridgeFacilitiesMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unfunded Debt Securities, Bridge Facilities [Member]</link:label>
    <link:label id="lab_nmfc_UnfundedDebtSecuritiesBridgeFacilitiesMember_documentation_en-US" xlink:label="lab_nmfc_UnfundedDebtSecuritiesBridgeFacilitiesMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unfunded Debt Securities, Bridge Facilities</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_UnfundedDebtSecuritiesBridgeFacilitiesMember" xlink:href="nmfc-20230331.xsd#nmfc_UnfundedDebtSecuritiesBridgeFacilitiesMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_UnfundedDebtSecuritiesBridgeFacilitiesMember" xlink:to="lab_nmfc_UnfundedDebtSecuritiesBridgeFacilitiesMember" xlink:type="arc" order="1"/>
    <link:label id="lab_dei_DocumentFiscalPeriodFocus_031c774c-2ee8-4337-b9f3-ff6fe8574de7_terseLabel_en-US" xlink:label="lab_dei_DocumentFiscalPeriodFocus" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Document Fiscal Period Focus</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_DocumentFiscalPeriodFocus" xlink:to="lab_dei_DocumentFiscalPeriodFocus" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_EarningsPerShareBasicAbstract_84af1088-f5c5-4843-8d08-f292f657436b_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasicAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Earnings per share&#8212;basic</link:label>
    <link:label id="lab_us-gaap_EarningsPerShareBasicAbstract_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasicAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Earnings Per Share, Basic [Abstract]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EarningsPerShareBasicAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_EarningsPerShareBasicAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareBasicAbstract" xlink:to="lab_us-gaap_EarningsPerShareBasicAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_XactlyCorporationMember_50f42ba0-3857-49fe-b64c-4a884c17eb02_terseLabel_en-US" xlink:label="lab_nmfc_XactlyCorporationMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Xactly Corporation</link:label>
    <link:label id="lab_nmfc_XactlyCorporationMember_label_en-US" xlink:label="lab_nmfc_XactlyCorporationMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Xactly Corporation [Member]</link:label>
    <link:label id="lab_nmfc_XactlyCorporationMember_documentation_en-US" xlink:label="lab_nmfc_XactlyCorporationMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Xactly Corporation</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_XactlyCorporationMember" xlink:href="nmfc-20230331.xsd#nmfc_XactlyCorporationMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_XactlyCorporationMember" xlink:to="lab_nmfc_XactlyCorporationMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DebtInstrumentCovenantSecuredDebtRatioMaximum_bb4577c9-5178-4b8b-bd4a-2fd89d130abb_terseLabel_en-US" xlink:label="lab_nmfc_DebtInstrumentCovenantSecuredDebtRatioMaximum" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Maximum secured debt ratio</link:label>
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    <link:label id="lab_nmfc_DebtInstrumentCovenantSecuredDebtRatioMaximum_documentation_en-US" xlink:label="lab_nmfc_DebtInstrumentCovenantSecuredDebtRatioMaximum" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument, Covenant, Secured Debt Ratio, Maximum</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DebtInstrumentCovenantSecuredDebtRatioMaximum" xlink:href="nmfc-20230331.xsd#nmfc_DebtInstrumentCovenantSecuredDebtRatioMaximum"/>
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    <link:label id="lab_us-gaap_MeasurementInputRevenueMultipleMember_a9eb3ac3-249f-44bc-b64c-2eaf27b333d2_terseLabel_en-US" xlink:label="lab_us-gaap_MeasurementInputRevenueMultipleMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Revenue multiple</link:label>
    <link:label id="lab_us-gaap_MeasurementInputRevenueMultipleMember_label_en-US" xlink:label="lab_us-gaap_MeasurementInputRevenueMultipleMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Measurement Input, Revenue Multiple [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_MeasurementInputRevenueMultipleMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_MeasurementInputRevenueMultipleMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MeasurementInputRevenueMultipleMember" xlink:to="lab_us-gaap_MeasurementInputRevenueMultipleMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_6265fcea-fdd1-4b4e-8ae8-bf45c2858ad8_terseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Weighted average shares of common stock outstanding - diluted (in shares)</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding" xlink:to="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NonCashOperatingAndInvestingActivitiesAbstract_dfa760e1-e8a8-4207-95b6-1d89d3fd930d_terseLabel_en-US" xlink:label="lab_nmfc_NonCashOperatingAndInvestingActivitiesAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Non-cash operating activities:</link:label>
    <link:label id="lab_nmfc_NonCashOperatingAndInvestingActivitiesAbstract_label_en-US" xlink:label="lab_nmfc_NonCashOperatingAndInvestingActivitiesAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Non Cash Operating And Investing Activities [Abstract]</link:label>
    <link:label id="lab_nmfc_NonCashOperatingAndInvestingActivitiesAbstract_documentation_en-US" xlink:label="lab_nmfc_NonCashOperatingAndInvestingActivitiesAbstract" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Non Cash Operating And Investing Activities</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NonCashOperatingAndInvestingActivitiesAbstract" xlink:href="nmfc-20230331.xsd#nmfc_NonCashOperatingAndInvestingActivitiesAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NonCashOperatingAndInvestingActivitiesAbstract" xlink:to="lab_nmfc_NonCashOperatingAndInvestingActivitiesAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NMNLHoldingsLPMember_107334c2-5253-47e3-b960-819a4ddc52c2_terseLabel_en-US" xlink:label="lab_nmfc_NMNLHoldingsLPMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM NL Holdings, L.P.</link:label>
    <link:label id="lab_nmfc_NMNLHoldingsLPMember_label_en-US" xlink:label="lab_nmfc_NMNLHoldingsLPMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM NL Holdings, L.P. [Member]</link:label>
    <link:label id="lab_nmfc_NMNLHoldingsLPMember_documentation_en-US" xlink:label="lab_nmfc_NMNLHoldingsLPMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM NL Holdings, L.P.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NMNLHoldingsLPMember" xlink:href="nmfc-20230331.xsd#nmfc_NMNLHoldingsLPMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NMNLHoldingsLPMember" xlink:to="lab_nmfc_NMNLHoldingsLPMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NationalHMEIncMember_063c889e-6d17-49bc-b783-2621398d0d29_terseLabel_en-US" xlink:label="lab_nmfc_NationalHMEIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">National HME, Inc.</link:label>
    <link:label id="lab_nmfc_NationalHMEIncMember_label_en-US" xlink:label="lab_nmfc_NationalHMEIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">National HME, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_NationalHMEIncMember_documentation_en-US" xlink:label="lab_nmfc_NationalHMEIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">National HME, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NationalHMEIncMember" xlink:href="nmfc-20230331.xsd#nmfc_NationalHMEIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NationalHMEIncMember" xlink:to="lab_nmfc_NationalHMEIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_CoyoteBuyerLLCMember_c29cf4f8-95f3-4610-8d74-3052e78ba6ef_terseLabel_en-US" xlink:label="lab_nmfc_CoyoteBuyerLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Coyote Buyer, LLC</link:label>
    <link:label id="lab_nmfc_CoyoteBuyerLLCMember_label_en-US" xlink:label="lab_nmfc_CoyoteBuyerLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Coyote Buyer, LLC [Member]</link:label>
    <link:label id="lab_nmfc_CoyoteBuyerLLCMember_documentation_en-US" xlink:label="lab_nmfc_CoyoteBuyerLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Coyote Buyer, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_CoyoteBuyerLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_CoyoteBuyerLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_CoyoteBuyerLLCMember" xlink:to="lab_nmfc_CoyoteBuyerLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_KPSKYAcquisitionIncMember_288ab28f-a856-4c53-ba51-9af4f4d16cd0_terseLabel_en-US" xlink:label="lab_nmfc_KPSKYAcquisitionIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">KPSKY Acquisition Inc.</link:label>
    <link:label id="lab_nmfc_KPSKYAcquisitionIncMember_label_en-US" xlink:label="lab_nmfc_KPSKYAcquisitionIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">KPSKY Acquisition Inc. [Member]</link:label>
    <link:label id="lab_nmfc_KPSKYAcquisitionIncMember_documentation_en-US" xlink:label="lab_nmfc_KPSKYAcquisitionIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">KPSKY Acquisition Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_KPSKYAcquisitionIncMember" xlink:href="nmfc-20230331.xsd#nmfc_KPSKYAcquisitionIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_KPSKYAcquisitionIncMember" xlink:to="lab_nmfc_KPSKYAcquisitionIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_OtherGeneralAndAdministrativeExpense_d0a4cc1d-d385-4d90-90f7-ad902f7d6cd1_terseLabel_en-US" xlink:label="lab_us-gaap_OtherGeneralAndAdministrativeExpense" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other general and administrative expenses</link:label>
    <link:label id="lab_us-gaap_OtherGeneralAndAdministrativeExpense_label_en-US" xlink:label="lab_us-gaap_OtherGeneralAndAdministrativeExpense" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other General and Administrative Expense</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherGeneralAndAdministrativeExpense" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OtherGeneralAndAdministrativeExpense"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherGeneralAndAdministrativeExpense" xlink:to="lab_us-gaap_OtherGeneralAndAdministrativeExpense" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_USRPHoldingsIncMember_16f94bc5-2c62-4f7a-88be-fd9ab15474e8_terseLabel_en-US" xlink:label="lab_nmfc_USRPHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USRP Holdings, Inc.</link:label>
    <link:label id="lab_nmfc_USRPHoldingsIncMember_label_en-US" xlink:label="lab_nmfc_USRPHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USRP Holdings, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_USRPHoldingsIncMember_documentation_en-US" xlink:label="lab_nmfc_USRPHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USRP Holdings, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_USRPHoldingsIncMember" xlink:href="nmfc-20230331.xsd#nmfc_USRPHoldingsIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_USRPHoldingsIncMember" xlink:to="lab_nmfc_USRPHoldingsIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_CommonStockDividendsPerShareCashPaid_3bd5ca01-c49a-4c8b-b6e4-c642dea3da01_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockDividendsPerShareCashPaid" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Distributions paid per share (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_CommonStockDividendsPerShareCashPaid_label_en-US" xlink:label="lab_us-gaap_CommonStockDividendsPerShareCashPaid" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Common Stock, Dividends, Per Share, Cash Paid</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CommonStockDividendsPerShareCashPaid" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CommonStockDividendsPerShareCashPaid"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockDividendsPerShareCashPaid" xlink:to="lab_us-gaap_CommonStockDividendsPerShareCashPaid" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_BaseRateMember_151618b6-390a-44cd-98ca-cb81f11b9130_terseLabel_en-US" xlink:label="lab_us-gaap_BaseRateMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Base Rate</link:label>
    <link:label id="lab_us-gaap_BaseRateMember_label_en-US" xlink:label="lab_us-gaap_BaseRateMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Base Rate [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_BaseRateMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_BaseRateMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BaseRateMember" xlink:to="lab_us-gaap_BaseRateMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_SymplrSoftwareIntermediateHoldingsIncMember_89ac1142-ef81-49d8-a770-b1ed3f4512ae_terseLabel_en-US" xlink:label="lab_nmfc_SymplrSoftwareIntermediateHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Symplr Software Intermediate Holdings, Inc.</link:label>
    <link:label id="lab_nmfc_SymplrSoftwareIntermediateHoldingsIncMember_label_en-US" xlink:label="lab_nmfc_SymplrSoftwareIntermediateHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Symplr Software Intermediate Holdings, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_SymplrSoftwareIntermediateHoldingsIncMember_documentation_en-US" xlink:label="lab_nmfc_SymplrSoftwareIntermediateHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Symplr Software Intermediate Holdings, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_SymplrSoftwareIntermediateHoldingsIncMember" xlink:href="nmfc-20230331.xsd#nmfc_SymplrSoftwareIntermediateHoldingsIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_SymplrSoftwareIntermediateHoldingsIncMember" xlink:to="lab_nmfc_SymplrSoftwareIntermediateHoldingsIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_CommonStockValue_2954f268-a278-447a-b4e5-a4627303a067_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockValue" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Common stock, par value $0.01 per share, 200,000,000 shares authorized, and 100,937,026 and 100,937,026 shares issued and outstanding, respectively</link:label>
    <link:label id="lab_us-gaap_CommonStockValue_label_en-US" xlink:label="lab_us-gaap_CommonStockValue" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Common Stock, Value, Issued</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CommonStockValue" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CommonStockValue"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockValue" xlink:to="lab_us-gaap_CommonStockValue" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember_9bddc701-3da4-459a-bd00-7e8d36fd8ccc_terseLabel_en-US" xlink:label="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Principal Amount</link:label>
    <link:label id="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember_label_en-US" xlink:label="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Reported Value Measurement [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CarryingReportedAmountFairValueDisclosureMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CarryingReportedAmountFairValueDisclosureMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CarryingReportedAmountFairValueDisclosureMember" xlink:to="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InterestExpensePolicyTextBlock_d54ee034-bbaa-4822-8c94-e338e099ef50_terseLabel_en-US" xlink:label="lab_us-gaap_InterestExpensePolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest and other financing expenses</link:label>
    <link:label id="lab_us-gaap_InterestExpensePolicyTextBlock_label_en-US" xlink:label="lab_us-gaap_InterestExpensePolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest Expense, Policy [Policy Text Block]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InterestExpensePolicyTextBlock" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InterestExpensePolicyTextBlock"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InterestExpensePolicyTextBlock" xlink:to="lab_us-gaap_InterestExpensePolicyTextBlock" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_DebtInstrumentNameDomain_79825ef0-e4f9-4e5f-a083-5357bfb6e133_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentNameDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument, Name [Domain]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentNameDomain_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentNameDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument, Name [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DebtInstrumentNameDomain" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_DebtInstrumentNameDomain"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentNameDomain" xlink:to="lab_us-gaap_DebtInstrumentNameDomain" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_ApptioIncMember_59f40168-1841-4532-a972-94a9c9f6564e_terseLabel_en-US" xlink:label="lab_nmfc_ApptioIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Apptio, Inc.</link:label>
    <link:label id="lab_nmfc_ApptioIncMember_label_en-US" xlink:label="lab_nmfc_ApptioIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Apptio, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_ApptioIncMember_documentation_en-US" xlink:label="lab_nmfc_ApptioIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Apptio, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_ApptioIncMember" xlink:href="nmfc-20230331.xsd#nmfc_ApptioIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_ApptioIncMember" xlink:to="lab_nmfc_ApptioIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentOwnedBalanceRepurchaseAmount_500c22e4-9b2a-4794-9a57-613ea3b59b41_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentOwnedBalanceRepurchaseAmount" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Repurchase amount</link:label>
    <link:label id="lab_nmfc_InvestmentOwnedBalanceRepurchaseAmount_label_en-US" xlink:label="lab_nmfc_InvestmentOwnedBalanceRepurchaseAmount" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Owned, Balance, Repurchase Amount</link:label>
    <link:label id="lab_nmfc_InvestmentOwnedBalanceRepurchaseAmount_documentation_en-US" xlink:label="lab_nmfc_InvestmentOwnedBalanceRepurchaseAmount" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Owned, Balance, Repurchase Amount</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentOwnedBalanceRepurchaseAmount" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentOwnedBalanceRepurchaseAmount"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentOwnedBalanceRepurchaseAmount" xlink:to="lab_nmfc_InvestmentOwnedBalanceRepurchaseAmount" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_OtherCommitment_a238aee2-30c8-4b30-a150-7afc153de524_terseLabel_en-US" xlink:label="lab_us-gaap_OtherCommitment" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other commitments</link:label>
    <link:label id="lab_us-gaap_OtherCommitment_label_en-US" xlink:label="lab_us-gaap_OtherCommitment" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Commitment</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherCommitment" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OtherCommitment"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherCommitment" xlink:to="lab_us-gaap_OtherCommitment" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_DebtInstrumentConvertibleConversionPrice1_4d84a75c-2e3f-4868-8b33-99268cce21c3_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentConvertibleConversionPrice1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Conversion price (in dollars per share)</link:label>
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    <link:label id="lab_nmfc_InvestmentCompanyNetAssetsTextBlock_798d4ded-30ae-4160-91bc-53073b3e8a04_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentCompanyNetAssetsTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net Assets</link:label>
    <link:label id="lab_nmfc_InvestmentCompanyNetAssetsTextBlock_label_en-US" xlink:label="lab_nmfc_InvestmentCompanyNetAssetsTextBlock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Net Assets [Text Block]</link:label>
    <link:label id="lab_nmfc_InvestmentCompanyNetAssetsTextBlock_documentation_en-US" xlink:label="lab_nmfc_InvestmentCompanyNetAssetsTextBlock" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Net Assets</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentCompanyNetAssetsTextBlock" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentCompanyNetAssetsTextBlock"/>
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    <link:label id="lab_nmfc_HSPurchaserLLCHelpSystemsHoldingsIncMember_14e05db4-d4c5-43c1-877b-9a7ff39b48fc_terseLabel_en-US" xlink:label="lab_nmfc_HSPurchaserLLCHelpSystemsHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">HS Purchaser, LLC / Help/Systems Holdings, Inc.</link:label>
    <link:label id="lab_nmfc_HSPurchaserLLCHelpSystemsHoldingsIncMember_label_en-US" xlink:label="lab_nmfc_HSPurchaserLLCHelpSystemsHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">HS Purchaser, LLC / Help/Systems Holdings, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_HSPurchaserLLCHelpSystemsHoldingsIncMember_documentation_en-US" xlink:label="lab_nmfc_HSPurchaserLLCHelpSystemsHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">HS Purchaser, LLC / Help/Systems Holdings, Inc.</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_HSPurchaserLLCHelpSystemsHoldingsIncMember" xlink:to="lab_nmfc_HSPurchaserLLCHelpSystemsHoldingsIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentCompanyFinancialHighlightsLineItems_f4d27841-f43d-43b4-96fe-940e3f79091d_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyFinancialHighlightsLineItems" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Financial Highlights [Line Items]</link:label>
    <link:label id="lab_us-gaap_InvestmentCompanyFinancialHighlightsLineItems_label_en-US" xlink:label="lab_us-gaap_InvestmentCompanyFinancialHighlightsLineItems" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Financial Highlights [Line Items]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentCompanyFinancialHighlightsLineItems" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentCompanyFinancialHighlightsLineItems"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentCompanyFinancialHighlightsLineItems" xlink:to="lab_us-gaap_InvestmentCompanyFinancialHighlightsLineItems" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_ConvertibleDebtMember_a9581aa8-fe8c-48c6-84c6-eea08d9402b5_terseLabel_en-US" xlink:label="lab_us-gaap_ConvertibleDebtMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Convertible Notes</link:label>
    <link:label id="lab_us-gaap_ConvertibleDebtMember_label_en-US" xlink:label="lab_us-gaap_ConvertibleDebtMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Convertible Debt [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ConvertibleDebtMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ConvertibleDebtMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ConvertibleDebtMember" xlink:to="lab_us-gaap_ConvertibleDebtMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_SecuredOvernightFinancingRateSOFRMember_faa1f7a4-700c-457f-8d81-082012886fa1_terseLabel_en-US" xlink:label="lab_nmfc_SecuredOvernightFinancingRateSOFRMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">SOFR</link:label>
    <link:label id="lab_nmfc_SecuredOvernightFinancingRateSOFRMember_label_en-US" xlink:label="lab_nmfc_SecuredOvernightFinancingRateSOFRMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Secured Overnight Financing Rate (SOFR) [Member]</link:label>
    <link:label id="lab_nmfc_SecuredOvernightFinancingRateSOFRMember_documentation_en-US" xlink:label="lab_nmfc_SecuredOvernightFinancingRateSOFRMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Secured Overnight Financing Rate (SOFR)</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_SecuredOvernightFinancingRateSOFRMember" xlink:href="nmfc-20230331.xsd#nmfc_SecuredOvernightFinancingRateSOFRMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_SecuredOvernightFinancingRateSOFRMember" xlink:to="lab_nmfc_SecuredOvernightFinancingRateSOFRMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentPeriod_ad4694c4-3ce9-4026-be23-7e32d2870814_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentPeriod" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment period</link:label>
    <link:label id="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentPeriod_label_en-US" xlink:label="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentPeriod" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Nonconsolidated Subsidiary, Investment Period</link:label>
    <link:label id="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentPeriod_documentation_en-US" xlink:label="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentPeriod" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Nonconsolidated Subsidiary, Investment Period</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentPeriod" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentPeriod"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentPeriod" xlink:to="lab_nmfc_InvestmentCompanyNonconsolidatedSubsidiaryInvestmentPeriod" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_UnfundedDebtSecuritiesMember_7353db32-d494-47a1-9070-3bf9099fadd1_terseLabel_en-US" xlink:label="lab_nmfc_UnfundedDebtSecuritiesMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unfunded Debt Investments</link:label>
    <link:label id="lab_nmfc_UnfundedDebtSecuritiesMember_label_en-US" xlink:label="lab_nmfc_UnfundedDebtSecuritiesMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unfunded Debt Securities [Member]</link:label>
    <link:label id="lab_nmfc_UnfundedDebtSecuritiesMember_documentation_en-US" xlink:label="lab_nmfc_UnfundedDebtSecuritiesMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unfunded Debt Securities</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_UnfundedDebtSecuritiesMember" xlink:href="nmfc-20230331.xsd#nmfc_UnfundedDebtSecuritiesMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_UnfundedDebtSecuritiesMember" xlink:to="lab_nmfc_UnfundedDebtSecuritiesMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_USD24000SBAGuaranteedDebenturesIssuedMarch2020Member_81590dac-3d90-4f80-9e3f-9a4ef2d75ded_terseLabel_en-US" xlink:label="lab_nmfc_USD24000SBAGuaranteedDebenturesIssuedMarch2020Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">$24,000 SBA-guaranteed debentures, Issued March 2020</link:label>
    <link:label id="lab_nmfc_USD24000SBAGuaranteedDebenturesIssuedMarch2020Member_label_en-US" xlink:label="lab_nmfc_USD24000SBAGuaranteedDebenturesIssuedMarch2020Member" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USD 24,000 SBA Guaranteed Debentures, Issued March 2020 [Member]</link:label>
    <link:label id="lab_nmfc_USD24000SBAGuaranteedDebenturesIssuedMarch2020Member_documentation_en-US" xlink:label="lab_nmfc_USD24000SBAGuaranteedDebenturesIssuedMarch2020Member" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USD 24,000 SBA Guaranteed Debentures, Issued March 2020</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_USD24000SBAGuaranteedDebenturesIssuedMarch2020Member" xlink:href="nmfc-20230331.xsd#nmfc_USD24000SBAGuaranteedDebenturesIssuedMarch2020Member"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_USD24000SBAGuaranteedDebenturesIssuedMarch2020Member" xlink:to="lab_nmfc_USD24000SBAGuaranteedDebenturesIssuedMarch2020Member" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_OtherIncome_83211dc2-8f26-411f-9e80-1f1bfa893c28_terseLabel_en-US" xlink:label="lab_us-gaap_OtherIncome" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other income</link:label>
    <link:label id="lab_us-gaap_OtherIncome_5f5a44dd-193a-4c44-bb2d-a1717cca6901_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherIncome" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Income</link:label>
    <link:label id="lab_us-gaap_OtherIncome_d6c80cb3-eb05-454f-b4e6-208ed5f66650_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_OtherIncome" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Reversal of previously recorded other income</link:label>
    <link:label id="lab_us-gaap_OtherIncome_label_en-US" xlink:label="lab_us-gaap_OtherIncome" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Income</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherIncome" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OtherIncome"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherIncome" xlink:to="lab_us-gaap_OtherIncome" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_PreferredStockSharesAuthorized_8bd57386-dfe4-4079-876e-ab04246adf23_terseLabel_en-US" xlink:label="lab_us-gaap_PreferredStockSharesAuthorized" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Preferred stock, shares authorized (in shares)</link:label>
    <link:label id="lab_us-gaap_PreferredStockSharesAuthorized_label_en-US" xlink:label="lab_us-gaap_PreferredStockSharesAuthorized" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Preferred Stock, Shares Authorized</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PreferredStockSharesAuthorized" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PreferredStockSharesAuthorized"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PreferredStockSharesAuthorized" xlink:to="lab_us-gaap_PreferredStockSharesAuthorized" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_d013b9ba-ac63-424d-b667-2806c5730347_periodStartLabel_en-US" xlink:label="lab_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cash and cash equivalents at the beginning of the period</link:label>
    <link:label id="lab_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_745a7b38-a829-4d7d-bb81-1a14e7d8441e_periodEndLabel_en-US" xlink:label="lab_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cash and cash equivalents at the end of the period</link:label>
    <link:label id="lab_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_label_en-US" xlink:label="lab_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cash, Cash Equivalents, Restricted Cash, and Restricted Cash Equivalents</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:to="lab_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DebtSecuritiesFixedInterestRateMember_c3277608-fbdb-43d9-92b2-616427aeb5fb_terseLabel_en-US" xlink:label="lab_nmfc_DebtSecuritiesFixedInterestRateMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fixed rates</link:label>
    <link:label id="lab_nmfc_DebtSecuritiesFixedInterestRateMember_label_en-US" xlink:label="lab_nmfc_DebtSecuritiesFixedInterestRateMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Securities, Fixed Interest Rate [Member]</link:label>
    <link:label id="lab_nmfc_DebtSecuritiesFixedInterestRateMember_documentation_en-US" xlink:label="lab_nmfc_DebtSecuritiesFixedInterestRateMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Securities, Fixed Interest Rate</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DebtSecuritiesFixedInterestRateMember" xlink:href="nmfc-20230331.xsd#nmfc_DebtSecuritiesFixedInterestRateMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DebtSecuritiesFixedInterestRateMember" xlink:to="lab_nmfc_DebtSecuritiesFixedInterestRateMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentOwnedBalanceShares_24bc8b53-b53c-491f-9b03-fd8112e26504_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentOwnedBalanceShares" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Principal Amount, Shares (in shares)</link:label>
    <link:label id="lab_us-gaap_InvestmentOwnedBalanceShares_2892170f-c1a9-4579-82e2-86365ad2424a_verboseLabel_en-US" xlink:label="lab_us-gaap_InvestmentOwnedBalanceShares" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Principal amount (in shares)</link:label>
    <link:label id="lab_us-gaap_InvestmentOwnedBalanceShares_label_en-US" xlink:label="lab_us-gaap_InvestmentOwnedBalanceShares" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Owned, Balance, Shares</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentOwnedBalanceShares" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentOwnedBalanceShares"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentOwnedBalanceShares" xlink:to="lab_us-gaap_InvestmentOwnedBalanceShares" xlink:type="arc" order="1"/>
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    <link:label id="lab_nmfc_GuaranteedDebtMember_documentation_en-US" xlink:label="lab_nmfc_GuaranteedDebtMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Guaranteed Debt</link:label>
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    <link:label id="lab_nmfc_NewMountainFinanceSBICIILPMember_7d9566c2-8e14-49de-ad9d-a70aa58ff92b_terseLabel_en-US" xlink:label="lab_nmfc_NewMountainFinanceSBICIILPMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">SBIC II</link:label>
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    <link:label id="lab_nmfc_OEConnectionLLCMember_fbef9848-e5b1-4c6a-af4f-5048901d1e8a_terseLabel_en-US" xlink:label="lab_nmfc_OEConnectionLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">OEConnection LLC</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentFaceAmount" xlink:to="lab_us-gaap_DebtInstrumentFaceAmount" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentTypeAxis_0a907c09-8160-4c9e-b4a7-6840ccd7a007_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentTypeAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Type [Axis]</link:label>
    <link:label id="lab_us-gaap_InvestmentTypeAxis_label_en-US" xlink:label="lab_us-gaap_InvestmentTypeAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Type [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentTypeAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentTypeAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentTypeAxis" xlink:to="lab_us-gaap_InvestmentTypeAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentPolicyTextBlock_d946c9e6-51df-43ae-b540-999f19992865_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentPolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments</link:label>
    <link:label id="lab_us-gaap_InvestmentPolicyTextBlock_label_en-US" xlink:label="lab_us-gaap_InvestmentPolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment, Policy [Policy Text Block]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentPolicyTextBlock" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentPolicyTextBlock"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentPolicyTextBlock" xlink:to="lab_us-gaap_InvestmentPolicyTextBlock" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_ProceedsFromLongTermLinesOfCredit_718689fc-e4e7-4483-94af-4a07d67ee707_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromLongTermLinesOfCredit" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Proceeds from Credit Facility</link:label>
    <link:label id="lab_us-gaap_ProceedsFromLongTermLinesOfCredit_label_en-US" xlink:label="lab_us-gaap_ProceedsFromLongTermLinesOfCredit" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Proceeds from Long-Term Lines of Credit</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromLongTermLinesOfCredit" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ProceedsFromLongTermLinesOfCredit"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromLongTermLinesOfCredit" xlink:to="lab_us-gaap_ProceedsFromLongTermLinesOfCredit" xlink:type="arc" order="1"/>
    <link:label id="lab_srt_LitigationCaseAxis_fe059032-7645-4ccf-a202-aff96121d8f9_terseLabel_en-US" xlink:label="lab_srt_LitigationCaseAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Litigation Case [Axis]</link:label>
    <link:label id="lab_srt_LitigationCaseAxis_label_en-US" xlink:label="lab_srt_LitigationCaseAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Litigation Case [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_srt_LitigationCaseAxis" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_LitigationCaseAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_LitigationCaseAxis" xlink:to="lab_srt_LitigationCaseAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NewPermianHoldcoLLCMember_cf1ba751-af04-4fa7-8e46-3c0749912549_terseLabel_en-US" xlink:label="lab_nmfc_NewPermianHoldcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Permian Holdco, L.L.C.</link:label>
    <link:label id="lab_nmfc_NewPermianHoldcoLLCMember_label_en-US" xlink:label="lab_nmfc_NewPermianHoldcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Permian Holdco, L.L.C. [Member]</link:label>
    <link:label id="lab_nmfc_NewPermianHoldcoLLCMember_documentation_en-US" xlink:label="lab_nmfc_NewPermianHoldcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Permian Holdco, L.L.C.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NewPermianHoldcoLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_NewPermianHoldcoLLCMember"/>
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    <link:label id="lab_dei_EntityCurrentReportingStatus_e4925891-348b-46a6-9709-7cd3c537aa81_terseLabel_en-US" xlink:label="lab_dei_EntityCurrentReportingStatus" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Entity Current Reporting Status</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityCurrentReportingStatus" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityCurrentReportingStatus"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityCurrentReportingStatus" xlink:to="lab_dei_EntityCurrentReportingStatus" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_FundedDebtSecuritiesMember_6173bb1e-5253-4a11-86af-15236e65c5e6_terseLabel_en-US" xlink:label="lab_nmfc_FundedDebtSecuritiesMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Funded Debt Investments</link:label>
    <link:label id="lab_nmfc_FundedDebtSecuritiesMember_label_en-US" xlink:label="lab_nmfc_FundedDebtSecuritiesMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Funded Debt Securities [Member]</link:label>
    <link:label id="lab_nmfc_FundedDebtSecuritiesMember_documentation_en-US" xlink:label="lab_nmfc_FundedDebtSecuritiesMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Funded Debt Securities</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_FundedDebtSecuritiesMember" xlink:href="nmfc-20230331.xsd#nmfc_FundedDebtSecuritiesMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_FundedDebtSecuritiesMember" xlink:to="lab_nmfc_FundedDebtSecuritiesMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_SaleOfStockRemainingStockAvailableForIssuanceAmount_0201de1a-2ccd-4e42-ae4a-ef296b9ece0d_terseLabel_en-US" xlink:label="lab_nmfc_SaleOfStockRemainingStockAvailableForIssuanceAmount" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale of stock, remaining amount available for issuance and sale</link:label>
    <link:label id="lab_nmfc_SaleOfStockRemainingStockAvailableForIssuanceAmount_label_en-US" xlink:label="lab_nmfc_SaleOfStockRemainingStockAvailableForIssuanceAmount" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale Of Stock, Remaining Stock Available For Issuance, Amount</link:label>
    <link:label id="lab_nmfc_SaleOfStockRemainingStockAvailableForIssuanceAmount_documentation_en-US" xlink:label="lab_nmfc_SaleOfStockRemainingStockAvailableForIssuanceAmount" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale Of Stock, Remaining Stock Available For Issuance, Amount</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_SaleOfStockRemainingStockAvailableForIssuanceAmount" xlink:href="nmfc-20230331.xsd#nmfc_SaleOfStockRemainingStockAvailableForIssuanceAmount"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_SaleOfStockRemainingStockAvailableForIssuanceAmount" xlink:to="lab_nmfc_SaleOfStockRemainingStockAvailableForIssuanceAmount" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_ConvertibleDebt_ebe042fc-fe7d-47c5-8444-3d3e900ceb5a_terseLabel_en-US" xlink:label="lab_us-gaap_ConvertibleDebt" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Convertible Notes</link:label>
    <link:label id="lab_us-gaap_ConvertibleDebt_label_en-US" xlink:label="lab_us-gaap_ConvertibleDebt" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Convertible Debt</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ConvertibleDebt" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ConvertibleDebt"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ConvertibleDebt" xlink:to="lab_us-gaap_ConvertibleDebt" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentCompanyTotalReturn_c84ff036-16d6-4514-a928-972929c28365_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyTotalReturn" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Total return based on net asset value</link:label>
    <link:label id="lab_us-gaap_InvestmentCompanyTotalReturn_label_en-US" xlink:label="lab_us-gaap_InvestmentCompanyTotalReturn" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Total Return</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentCompanyTotalReturn" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentCompanyTotalReturn"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentCompanyTotalReturn" xlink:to="lab_us-gaap_InvestmentCompanyTotalReturn" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossFromOperationsPerShare_0a21c0a8-a335-47fd-bb8c-ef7c6601b17b_totalLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossFromOperationsPerShare" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Total net increase (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossFromOperationsPerShare_label_en-US" xlink:label="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossFromOperationsPerShare" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Investment Income (Loss) from Operations, Per Share</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentCompanyInvestmentIncomeLossFromOperationsPerShare" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentCompanyInvestmentIncomeLossFromOperationsPerShare"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentCompanyInvestmentIncomeLossFromOperationsPerShare" xlink:to="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossFromOperationsPerShare" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_TVGEdmentumHoldingsLLCAndEdmentumUltimateHoldingsLLCMember_fe1795d8-403d-4f65-92de-9fe95345c3cb_terseLabel_en-US" xlink:label="lab_nmfc_TVGEdmentumHoldingsLLCAndEdmentumUltimateHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">TVG-Edmentum Holdings, LLC / Edmentum Ultimate Holdings, LLC</link:label>
    <link:label id="lab_nmfc_TVGEdmentumHoldingsLLCAndEdmentumUltimateHoldingsLLCMember_label_en-US" xlink:label="lab_nmfc_TVGEdmentumHoldingsLLCAndEdmentumUltimateHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">TVG-Edmentum Holdings, LLC And Edmentum Ultimate Holdings, LLC [Member]</link:label>
    <link:label id="lab_nmfc_TVGEdmentumHoldingsLLCAndEdmentumUltimateHoldingsLLCMember_documentation_en-US" xlink:label="lab_nmfc_TVGEdmentumHoldingsLLCAndEdmentumUltimateHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">TVG-Edmentum Holdings, LLC And Edmentum Ultimate Holdings, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_TVGEdmentumHoldingsLLCAndEdmentumUltimateHoldingsLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_TVGEdmentumHoldingsLLCAndEdmentumUltimateHoldingsLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_TVGEdmentumHoldingsLLCAndEdmentumUltimateHoldingsLLCMember" xlink:to="lab_nmfc_TVGEdmentumHoldingsLLCAndEdmentumUltimateHoldingsLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_country_JE_dd541867-5e21-4de8-9f81-635fde32c70f_terseLabel_en-US" xlink:label="lab_country_JE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Jersey</link:label>
    <link:label id="lab_country_JE_label_en-US" xlink:label="lab_country_JE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">JERSEY</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_country_JE" xlink:href="https://xbrl.sec.gov/country/2022/country-2022.xsd#country_JE"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_country_JE" xlink:to="lab_country_JE" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage_4e9a8161-47e7-4f86-b5b1-f08f498e1f01_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Commitment fee percentage on unused capacity</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Line of Credit Facility, Unused Capacity, Commitment Fee Percentage</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage" xlink:to="lab_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_IncreaseDecreaseInManagementFeePayable_bc874952-bbbb-4e68-9813-864f67192a5c_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_IncreaseDecreaseInManagementFeePayable" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Management fee payable</link:label>
    <link:label id="lab_us-gaap-supplement_IncreaseDecreaseInManagementFeePayable_label_en-US" xlink:label="lab_us-gaap-supplement_IncreaseDecreaseInManagementFeePayable" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Increase (Decrease) in Management Fee Payable</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_IncreaseDecreaseInManagementFeePayable" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_IncreaseDecreaseInManagementFeePayable"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_IncreaseDecreaseInManagementFeePayable" xlink:to="lab_us-gaap-supplement_IncreaseDecreaseInManagementFeePayable" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_LineOfCreditFacilityAgentFeePercentage_2eb591c7-7e89-4d85-9f1b-a79f7681c901_terseLabel_en-US" xlink:label="lab_nmfc_LineOfCreditFacilityAgentFeePercentage" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Agent fee percentage</link:label>
    <link:label id="lab_nmfc_LineOfCreditFacilityAgentFeePercentage_label_en-US" xlink:label="lab_nmfc_LineOfCreditFacilityAgentFeePercentage" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Line Of Credit Facility, Agent Fee, Percentage</link:label>
    <link:label id="lab_nmfc_LineOfCreditFacilityAgentFeePercentage_documentation_en-US" xlink:label="lab_nmfc_LineOfCreditFacilityAgentFeePercentage" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Line Of Credit Facility, Agent Fee, Percentage</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_LineOfCreditFacilityAgentFeePercentage" xlink:href="nmfc-20230331.xsd#nmfc_LineOfCreditFacilityAgentFeePercentage"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_LineOfCreditFacilityAgentFeePercentage" xlink:to="lab_nmfc_LineOfCreditFacilityAgentFeePercentage" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_IntegroParentIncMember_feb3e083-34dc-4bae-897c-f65b6e7cb14b_terseLabel_en-US" xlink:label="lab_nmfc_IntegroParentIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Integro Parent Inc.</link:label>
    <link:label id="lab_nmfc_IntegroParentIncMember_label_en-US" xlink:label="lab_nmfc_IntegroParentIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Integro Parent Inc. [Member]</link:label>
    <link:label id="lab_nmfc_IntegroParentIncMember_documentation_en-US" xlink:label="lab_nmfc_IntegroParentIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Integro Parent Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_IntegroParentIncMember" xlink:href="nmfc-20230331.xsd#nmfc_IntegroParentIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_IntegroParentIncMember" xlink:to="lab_nmfc_IntegroParentIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DebtSecuritiesFirstLienMember_377ee9cd-204b-4038-929b-97718d514768_terseLabel_en-US" xlink:label="lab_nmfc_DebtSecuritiesFirstLienMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">First lien</link:label>
    <link:label id="lab_nmfc_DebtSecuritiesFirstLienMember_label_en-US" xlink:label="lab_nmfc_DebtSecuritiesFirstLienMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Securities, First Lien [Member]</link:label>
    <link:label id="lab_nmfc_DebtSecuritiesFirstLienMember_documentation_en-US" xlink:label="lab_nmfc_DebtSecuritiesFirstLienMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Securities, First Lien</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DebtSecuritiesFirstLienMember" xlink:href="nmfc-20230331.xsd#nmfc_DebtSecuritiesFirstLienMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DebtSecuritiesFirstLienMember" xlink:to="lab_nmfc_DebtSecuritiesFirstLienMember" xlink:type="arc" order="1"/>
    <link:label id="lab_srt_CounterpartyNameAxis_19bc23ff-cbbe-4ff7-b078-e02236e7349e_terseLabel_en-US" xlink:label="lab_srt_CounterpartyNameAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Counterparty Name [Axis]</link:label>
    <link:label id="lab_srt_CounterpartyNameAxis_label_en-US" xlink:label="lab_srt_CounterpartyNameAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Counterparty Name [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_srt_CounterpartyNameAxis" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_CounterpartyNameAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_CounterpartyNameAxis" xlink:to="lab_srt_CounterpartyNameAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock_53c4f6b3-432b-4115-b017-85d35cf8fb9b_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Schedule of Management Fees and Incentive Fees</link:label>
    <link:label id="lab_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock_label_en-US" xlink:label="lab_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Schedule of Related Party Transactions [Table Text Block]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock" xlink:to="lab_us-gaap_ScheduleOfRelatedPartyTransactionsTableTextBlock" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeExceedsCatchUpThresholdMember_794d624c-cd90-4741-81b1-264d7dcf3519_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeExceedsCatchUpThresholdMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Pre-Incentive Fee Net Investment Income exceeds catch-up threshold</link:label>
    <link:label id="lab_nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeExceedsCatchUpThresholdMember_label_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeExceedsCatchUpThresholdMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Management Agreement, Pre-Incentive Fee Net Investment Income Exceeds Catch-Up Threshold [Member]</link:label>
    <link:label id="lab_nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeExceedsCatchUpThresholdMember_documentation_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeExceedsCatchUpThresholdMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Management Agreement, Pre-Incentive Fee Net Investment Income Exceeds Catch-Up Threshold</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeExceedsCatchUpThresholdMember" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeExceedsCatchUpThresholdMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeExceedsCatchUpThresholdMember" xlink:to="lab_nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeExceedsCatchUpThresholdMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InfogainCorporationMember_b325a19f-21bb-4c5d-9340-964dc880d161_terseLabel_en-US" xlink:label="lab_nmfc_InfogainCorporationMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Infogain Corporation</link:label>
    <link:label id="lab_nmfc_InfogainCorporationMember_label_en-US" xlink:label="lab_nmfc_InfogainCorporationMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Infogain Corporation [Member]</link:label>
    <link:label id="lab_nmfc_InfogainCorporationMember_documentation_en-US" xlink:label="lab_nmfc_InfogainCorporationMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Infogain Corporation</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InfogainCorporationMember" xlink:href="nmfc-20230331.xsd#nmfc_InfogainCorporationMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InfogainCorporationMember" xlink:to="lab_nmfc_InfogainCorporationMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_PreferredStockDividendRateBasisSpreadOnVariableRate_6c9faf60-c216-4a5d-8cc9-b291e17c43fd_terseLabel_en-US" xlink:label="lab_nmfc_PreferredStockDividendRateBasisSpreadOnVariableRate" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Preferred equity variable rate margin</link:label>
    <link:label id="lab_nmfc_PreferredStockDividendRateBasisSpreadOnVariableRate_label_en-US" xlink:label="lab_nmfc_PreferredStockDividendRateBasisSpreadOnVariableRate" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Preferred Stock, Dividend Rate, Basis Spread On Variable Rate</link:label>
    <link:label id="lab_nmfc_PreferredStockDividendRateBasisSpreadOnVariableRate_documentation_en-US" xlink:label="lab_nmfc_PreferredStockDividendRateBasisSpreadOnVariableRate" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Preferred Stock, Dividend Rate, Basis Spread On Variable Rate</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_PreferredStockDividendRateBasisSpreadOnVariableRate" xlink:href="nmfc-20230331.xsd#nmfc_PreferredStockDividendRateBasisSpreadOnVariableRate"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_PreferredStockDividendRateBasisSpreadOnVariableRate" xlink:to="lab_nmfc_PreferredStockDividendRateBasisSpreadOnVariableRate" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_InvestmentCompanyNonconsolidatedSubsidiaryLineItems_39efc954-d5f3-4142-8b28-81058712d3ae_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_InvestmentCompanyNonconsolidatedSubsidiaryLineItems" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Nonconsolidated Subsidiary [Line Items]</link:label>
    <link:label id="lab_us-gaap-supplement_InvestmentCompanyNonconsolidatedSubsidiaryLineItems_label_en-US" xlink:label="lab_us-gaap-supplement_InvestmentCompanyNonconsolidatedSubsidiaryLineItems" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Nonconsolidated Subsidiary [Line Items]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_InvestmentCompanyNonconsolidatedSubsidiaryLineItems" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_InvestmentCompanyNonconsolidatedSubsidiaryLineItems"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_InvestmentCompanyNonconsolidatedSubsidiaryLineItems" xlink:to="lab_us-gaap-supplement_InvestmentCompanyNonconsolidatedSubsidiaryLineItems" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_InvestmentAffiliatedIssuerNoncontrolledMember_add1fcbf-a947-4719-8907-1151d55e1339_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_InvestmentAffiliatedIssuerNoncontrolledMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Non-controlled/Affiliated</link:label>
    <link:label id="lab_us-gaap-supplement_InvestmentAffiliatedIssuerNoncontrolledMember_label_en-US" xlink:label="lab_us-gaap-supplement_InvestmentAffiliatedIssuerNoncontrolledMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment, Affiliated Issuer, Noncontrolled [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_InvestmentAffiliatedIssuerNoncontrolledMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_InvestmentAffiliatedIssuerNoncontrolledMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_InvestmentAffiliatedIssuerNoncontrolledMember" xlink:to="lab_us-gaap-supplement_InvestmentAffiliatedIssuerNoncontrolledMember" xlink:type="arc" order="1"/>
    <link:label id="lab_dei_EntityIncorporationStateCountryCode_52676be8-07b2-45fb-9497-768b4745683a_terseLabel_en-US" xlink:label="lab_dei_EntityIncorporationStateCountryCode" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Entity Incorporation, State or Country Code</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityIncorporationStateCountryCode" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityIncorporationStateCountryCode"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityIncorporationStateCountryCode" xlink:to="lab_dei_EntityIncorporationStateCountryCode" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_PaymentsForPurchaseOfInvestmentOperatingActivity_06178566-2cdf-4747-ba33-924f159ddcc7_negatedTerseLabel_en-US" xlink:label="lab_us-gaap-supplement_PaymentsForPurchaseOfInvestmentOperatingActivity" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cash paid for purchase of investments</link:label>
    <link:label id="lab_us-gaap-supplement_PaymentsForPurchaseOfInvestmentOperatingActivity_label_en-US" xlink:label="lab_us-gaap-supplement_PaymentsForPurchaseOfInvestmentOperatingActivity" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Payments for Purchase of Investment, Operating Activity</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_PaymentsForPurchaseOfInvestmentOperatingActivity" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_PaymentsForPurchaseOfInvestmentOperatingActivity"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_PaymentsForPurchaseOfInvestmentOperatingActivity" xlink:to="lab_us-gaap-supplement_PaymentsForPurchaseOfInvestmentOperatingActivity" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_BasisOfAccountingPolicyPolicyTextBlock_a721cdbb-380a-44bd-b975-62c8a6dce026_terseLabel_en-US" xlink:label="lab_us-gaap_BasisOfAccountingPolicyPolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Basis of accounting</link:label>
    <link:label id="lab_us-gaap_BasisOfAccountingPolicyPolicyTextBlock_label_en-US" xlink:label="lab_us-gaap_BasisOfAccountingPolicyPolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Basis of Accounting, Policy [Policy Text Block]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_BasisOfAccountingPolicyPolicyTextBlock" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_BasisOfAccountingPolicyPolicyTextBlock"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BasisOfAccountingPolicyPolicyTextBlock" xlink:to="lab_us-gaap_BasisOfAccountingPolicyPolicyTextBlock" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_LiabilitiesAbstract_2ee72290-1758-4fac-a780-d8ad53a94d85_terseLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Liabilities</link:label>
    <link:label id="lab_us-gaap_LiabilitiesAbstract_label_en-US" xlink:label="lab_us-gaap_LiabilitiesAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Liabilities [Abstract]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LiabilitiesAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilitiesAbstract" xlink:to="lab_us-gaap_LiabilitiesAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_AvalaraIncMember_222680f1-d6c9-4d9d-a04e-edd3c8a53be4_terseLabel_en-US" xlink:label="lab_nmfc_AvalaraIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Avalara, Inc.</link:label>
    <link:label id="lab_nmfc_AvalaraIncMember_label_en-US" xlink:label="lab_nmfc_AvalaraIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Avalara, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_AvalaraIncMember_documentation_en-US" xlink:label="lab_nmfc_AvalaraIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Avalara, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_AvalaraIncMember" xlink:href="nmfc-20230331.xsd#nmfc_AvalaraIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_AvalaraIncMember" xlink:to="lab_nmfc_AvalaraIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_USD41000SBAGuaranteedDebenturesIssuedMarch2020Member_0fda14f4-8582-45da-bdef-e3ea75ef6722_terseLabel_en-US" xlink:label="lab_nmfc_USD41000SBAGuaranteedDebenturesIssuedMarch2020Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">$41,000 SBA-guaranteed debentures, Issued March 2020</link:label>
    <link:label id="lab_nmfc_USD41000SBAGuaranteedDebenturesIssuedMarch2020Member_label_en-US" xlink:label="lab_nmfc_USD41000SBAGuaranteedDebenturesIssuedMarch2020Member" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USD 41,000 SBA Guaranteed Debentures, Issued March 2020 [Member]</link:label>
    <link:label id="lab_nmfc_USD41000SBAGuaranteedDebenturesIssuedMarch2020Member_documentation_en-US" xlink:label="lab_nmfc_USD41000SBAGuaranteedDebenturesIssuedMarch2020Member" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USD 41,000 SBA Guaranteed Debentures, Issued March 2020</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_USD41000SBAGuaranteedDebenturesIssuedMarch2020Member" xlink:href="nmfc-20230331.xsd#nmfc_USD41000SBAGuaranteedDebenturesIssuedMarch2020Member"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_USD41000SBAGuaranteedDebenturesIssuedMarch2020Member" xlink:to="lab_nmfc_USD41000SBAGuaranteedDebenturesIssuedMarch2020Member" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DaxkoAcquisitionCorporationMember_2cfc070d-037f-4063-a608-d00f29ee95c7_terseLabel_en-US" xlink:label="lab_nmfc_DaxkoAcquisitionCorporationMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Daxko Acquisition Corporation</link:label>
    <link:label id="lab_nmfc_DaxkoAcquisitionCorporationMember_label_en-US" xlink:label="lab_nmfc_DaxkoAcquisitionCorporationMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Daxko Acquisition Corporation [Member]</link:label>
    <link:label id="lab_nmfc_DaxkoAcquisitionCorporationMember_documentation_en-US" xlink:label="lab_nmfc_DaxkoAcquisitionCorporationMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Daxko Acquisition Corporation</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DaxkoAcquisitionCorporationMember" xlink:href="nmfc-20230331.xsd#nmfc_DaxkoAcquisitionCorporationMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DaxkoAcquisitionCorporationMember" xlink:to="lab_nmfc_DaxkoAcquisitionCorporationMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NewMountainFinanceSBICLPMember_1a9c4a36-50fc-41e5-8538-964144c683c7_terseLabel_en-US" xlink:label="lab_nmfc_NewMountainFinanceSBICLPMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">SBIC I</link:label>
    <link:label id="lab_nmfc_NewMountainFinanceSBICLPMember_label_en-US" xlink:label="lab_nmfc_NewMountainFinanceSBICLPMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Mountain Finance SBIC, L.P. [Member]</link:label>
    <link:label id="lab_nmfc_NewMountainFinanceSBICLPMember_documentation_en-US" xlink:label="lab_nmfc_NewMountainFinanceSBICLPMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Mountain Finance SBIC, L.P.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NewMountainFinanceSBICLPMember" xlink:href="nmfc-20230331.xsd#nmfc_NewMountainFinanceSBICLPMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NewMountainFinanceSBICLPMember" xlink:to="lab_nmfc_NewMountainFinanceSBICLPMember" xlink:type="arc" order="1"/>
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    <link:label id="lab_us-gaap_NetIncomeLossAttributableToParentDiluted_a38d1949-6881-4cfd-9106-67efe32708f4_totalLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLossAttributableToParentDiluted" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Numerator for diluted earnings per share:</link:label>
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    <link:label id="lab_us-gaap_LongTermDebtAverageAmountOutstanding_97ce8a0a-9dc9-4fca-b3d6-0621f854e5de_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtAverageAmountOutstanding" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Average debt outstanding</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtAverageAmountOutstanding" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LongTermDebtAverageAmountOutstanding"/>
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    <link:label id="lab_us-gaap_RealEstateSectorMember_13961632-9797-447d-a48f-ea3161add4d0_terseLabel_en-US" xlink:label="lab_us-gaap_RealEstateSectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net Lease</link:label>
    <link:label id="lab_us-gaap_RealEstateSectorMember_label_en-US" xlink:label="lab_us-gaap_RealEstateSectorMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Real Estate Sector [Member]</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RealEstateSectorMember" xlink:to="lab_us-gaap_RealEstateSectorMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_LongTermDebt_00c3795f-6251-4d43-a76c-8352e05b182a_totalLabel_en-US" xlink:label="lab_us-gaap_LongTermDebt" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net borrowings</link:label>
    <link:label id="lab_us-gaap_LongTermDebt_label_en-US" xlink:label="lab_us-gaap_LongTermDebt" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Long-Term Debt</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebt" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LongTermDebt"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebt" xlink:to="lab_us-gaap_LongTermDebt" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_SaleOfStockPricePerShare_4755ab18-b57b-4ac0-ac8a-0e857d528606_terseLabel_en-US" xlink:label="lab_us-gaap_SaleOfStockPricePerShare" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale of stock, price per share (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_SaleOfStockPricePerShare_label_en-US" xlink:label="lab_us-gaap_SaleOfStockPricePerShare" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale of Stock, Price Per Share</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SaleOfStockPricePerShare" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SaleOfStockPricePerShare"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SaleOfStockPricePerShare" xlink:to="lab_us-gaap_SaleOfStockPricePerShare" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_RealizedAndUnrealizedGainLossInvestmentDerivativeAndForeignCurrencyTransactionOperatingAfterTax_5ac34ee6-09d5-48ae-b07f-66200f4752d6_totalLabel_en-US" xlink:label="lab_us-gaap-supplement_RealizedAndUnrealizedGainLossInvestmentDerivativeAndForeignCurrencyTransactionOperatingAfterTax" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net realized and unrealized gains</link:label>
    <link:label id="lab_us-gaap-supplement_RealizedAndUnrealizedGainLossInvestmentDerivativeAndForeignCurrencyTransactionOperatingAfterTax_label_en-US" xlink:label="lab_us-gaap-supplement_RealizedAndUnrealizedGainLossInvestmentDerivativeAndForeignCurrencyTransactionOperatingAfterTax" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Realized and Unrealized Gain (Loss), Investment, Derivative, and Foreign Currency Transaction, Operating, after Tax</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_RealizedAndUnrealizedGainLossInvestmentDerivativeAndForeignCurrencyTransactionOperatingAfterTax" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_RealizedAndUnrealizedGainLossInvestmentDerivativeAndForeignCurrencyTransactionOperatingAfterTax"/>
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    <link:label id="lab_us-gaap_CommonStockSharesAuthorized_f2bbd3e6-45d9-4235-9563-2f9821dcd589_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockSharesAuthorized" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Common stock, shares authorized (in shares)</link:label>
    <link:label id="lab_us-gaap_CommonStockSharesAuthorized_label_en-US" xlink:label="lab_us-gaap_CommonStockSharesAuthorized" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Common Stock, Shares Authorized</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CommonStockSharesAuthorized" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CommonStockSharesAuthorized"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockSharesAuthorized" xlink:to="lab_us-gaap_CommonStockSharesAuthorized" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable_75e46649-628e-4e87-b625-4a7d745e096c_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Schedule of Related Party Transactions, by Related Party [Table]</link:label>
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    <link:label id="lab_nmfc_UnfundedSecuritiesMember_1474fba0-1861-44c0-9149-f27ec7f9e625_terseLabel_en-US" xlink:label="lab_nmfc_UnfundedSecuritiesMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unfunded Investments</link:label>
    <link:label id="lab_nmfc_UnfundedSecuritiesMember_label_en-US" xlink:label="lab_nmfc_UnfundedSecuritiesMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unfunded Securities [Member]</link:label>
    <link:label id="lab_nmfc_UnfundedSecuritiesMember_documentation_en-US" xlink:label="lab_nmfc_UnfundedSecuritiesMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unfunded Securities</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_UnfundedSecuritiesMember" xlink:href="nmfc-20230331.xsd#nmfc_UnfundedSecuritiesMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_UnfundedSecuritiesMember" xlink:to="lab_nmfc_UnfundedSecuritiesMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeBelowCatchUpThresholdMember_d19ffb33-d939-47c4-9632-64ffc196db71_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeBelowCatchUpThresholdMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Pre-Incentive Fee Net Investment Income below catch-up threshold</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeBelowCatchUpThresholdMember" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentManagementAgreementPreIncentiveFeeNetInvestmentIncomeBelowCatchUpThresholdMember"/>
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    <link:label id="lab_nmfc_InvestmentOwnedSharesRedeemed_93568306-8ed3-479f-887b-b2539ad98ddc_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentOwnedSharesRedeemed" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Shares redeemed for a promissory note (in shares)</link:label>
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    <link:label id="lab_nmfc_InvestmentOwnedSharesRedeemed_documentation_en-US" xlink:label="lab_nmfc_InvestmentOwnedSharesRedeemed" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Owned, Shares Redeemed</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentOwnedSharesRedeemed" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentOwnedSharesRedeemed"/>
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    <link:label id="lab_nmfc_UnsecuredNotesEffectiveJune2022Member_f1810cc2-fc8e-4555-acec-530266b65461_terseLabel_en-US" xlink:label="lab_nmfc_UnsecuredNotesEffectiveJune2022Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">2022A Unsecured Notes</link:label>
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    <link:label id="lab_srt_MaximumMember_f58c826d-9684-497e-a137-65b20184a7bf_verboseLabel_en-US" xlink:label="lab_srt_MaximumMember" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">High</link:label>
    <link:label id="lab_srt_MaximumMember_5640e933-389f-461d-93f3-9c424b821945_terseLabel_en-US" xlink:label="lab_srt_MaximumMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Maximum</link:label>
    <link:label id="lab_srt_MaximumMember_label_en-US" xlink:label="lab_srt_MaximumMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Maximum [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_srt_MaximumMember" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_MaximumMember"/>
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    <link:label id="lab_nmfc_InvestmentCompanyFeeReimbursementToGrossAssets_4bf72174-3690-46c4-aca6-46869f05217a_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentCompanyFeeReimbursementToGrossAssets" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Reimbursements to administrators as a percentage of gross assets</link:label>
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    <link:label id="lab_nmfc_InvestmentCompanyFeeReimbursementToGrossAssets_documentation_en-US" xlink:label="lab_nmfc_InvestmentCompanyFeeReimbursementToGrossAssets" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Fee Reimbursement To Gross Assets</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentCompanyFeeReimbursementToGrossAssets" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentCompanyFeeReimbursementToGrossAssets"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentCompanyFeeReimbursementToGrossAssets" xlink:to="lab_nmfc_InvestmentCompanyFeeReimbursementToGrossAssets" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentCompanyContractualFeeWaived_adc6354a-81b9-4ba3-9f1c-0de7720449dd_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyContractualFeeWaived" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Less: management fee waived (See Note 5)</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentCompanyContractualFeeWaived" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentCompanyContractualFeeWaived"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentCompanyContractualFeeWaived" xlink:to="lab_us-gaap_InvestmentCompanyContractualFeeWaived" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentManagementAgreementQuarterlyHurdleRateMember_20685512-e9de-4a2e-9d4a-d5203396a8f3_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementQuarterlyHurdleRateMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Quarterly hurdle rate</link:label>
    <link:label id="lab_nmfc_InvestmentManagementAgreementQuarterlyHurdleRateMember_label_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementQuarterlyHurdleRateMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Management Agreement, Quarterly Hurdle Rate [Member]</link:label>
    <link:label id="lab_nmfc_InvestmentManagementAgreementQuarterlyHurdleRateMember_documentation_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementQuarterlyHurdleRateMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Management Agreement, Quarterly Hurdle Rate</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentManagementAgreementQuarterlyHurdleRateMember" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentManagementAgreementQuarterlyHurdleRateMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentManagementAgreementQuarterlyHurdleRateMember" xlink:to="lab_nmfc_InvestmentManagementAgreementQuarterlyHurdleRateMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_6889bc42-c284-43ff-aa9f-d501ca965edc_terseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cash and cash equivalents</link:label>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cash and Cash Equivalents, at Carrying Value</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CashAndCashEquivalentsAtCarryingValue"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue" xlink:to="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentsIncludingDelayedDrawFacilitiesMember_3bfbae5c-de27-4cdd-b803-486431b27423_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentsIncludingDelayedDrawFacilitiesMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments including delayed draw facilities</link:label>
    <link:label id="lab_nmfc_InvestmentsIncludingDelayedDrawFacilitiesMember_label_en-US" xlink:label="lab_nmfc_InvestmentsIncludingDelayedDrawFacilitiesMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments Including Delayed Draw Facilities [Member]</link:label>
    <link:label id="lab_nmfc_InvestmentsIncludingDelayedDrawFacilitiesMember_documentation_en-US" xlink:label="lab_nmfc_InvestmentsIncludingDelayedDrawFacilitiesMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments Including Delayed Draw Facilities</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentsIncludingDelayedDrawFacilitiesMember" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentsIncludingDelayedDrawFacilitiesMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentsIncludingDelayedDrawFacilitiesMember" xlink:to="lab_nmfc_InvestmentsIncludingDelayedDrawFacilitiesMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DebtAndEquitySecuritiesRealizedGainLossMember_ff642ca0-6d62-48ef-a3ce-e36b0d28b7f8_terseLabel_en-US" xlink:label="lab_nmfc_DebtAndEquitySecuritiesRealizedGainLossMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net realized gains (losses) on investments</link:label>
    <link:label id="lab_nmfc_DebtAndEquitySecuritiesRealizedGainLossMember_label_en-US" xlink:label="lab_nmfc_DebtAndEquitySecuritiesRealizedGainLossMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt and Equity Securities, Realized Gain (Loss) [Member]</link:label>
    <link:label id="lab_nmfc_DebtAndEquitySecuritiesRealizedGainLossMember_documentation_en-US" xlink:label="lab_nmfc_DebtAndEquitySecuritiesRealizedGainLossMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt and Equity Securities, Realized Gain (Loss)</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DebtAndEquitySecuritiesRealizedGainLossMember" xlink:href="nmfc-20230331.xsd#nmfc_DebtAndEquitySecuritiesRealizedGainLossMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DebtAndEquitySecuritiesRealizedGainLossMember" xlink:to="lab_nmfc_DebtAndEquitySecuritiesRealizedGainLossMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_RelatedPartyTransactionTerm_1d328024-5377-4ea0-8088-c1b2f06c60a7_terseLabel_en-US" xlink:label="lab_nmfc_RelatedPartyTransactionTerm" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Agreement term</link:label>
    <link:label id="lab_nmfc_RelatedPartyTransactionTerm_label_en-US" xlink:label="lab_nmfc_RelatedPartyTransactionTerm" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Related Party Transaction, Term</link:label>
    <link:label id="lab_nmfc_RelatedPartyTransactionTerm_documentation_en-US" xlink:label="lab_nmfc_RelatedPartyTransactionTerm" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Related Party Transaction, Term</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_RelatedPartyTransactionTerm" xlink:href="nmfc-20230331.xsd#nmfc_RelatedPartyTransactionTerm"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_RelatedPartyTransactionTerm" xlink:to="lab_nmfc_RelatedPartyTransactionTerm" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NewBenevisTopcoLLCMember_2bbcd969-f30f-48dc-9c71-b5deb83be0ca_terseLabel_en-US" xlink:label="lab_nmfc_NewBenevisTopcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Benevis Topco, LLC</link:label>
    <link:label id="lab_nmfc_NewBenevisTopcoLLCMember_label_en-US" xlink:label="lab_nmfc_NewBenevisTopcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Benevis Topco, LLC [Member]</link:label>
    <link:label id="lab_nmfc_NewBenevisTopcoLLCMember_documentation_en-US" xlink:label="lab_nmfc_NewBenevisTopcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Benevis Topco, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NewBenevisTopcoLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_NewBenevisTopcoLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NewBenevisTopcoLLCMember" xlink:to="lab_nmfc_NewBenevisTopcoLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_dei_EntitySmallBusiness_8efa4796-46b7-4bc9-b833-ac2f132fac21_terseLabel_en-US" xlink:label="lab_dei_EntitySmallBusiness" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Entity Small Business</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntitySmallBusiness" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntitySmallBusiness"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntitySmallBusiness" xlink:to="lab_dei_EntitySmallBusiness" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_FairValueByMeasurementBasisAxis_d8e2ba87-4425-4f23-8a83-ed2ea8355403_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueByMeasurementBasisAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Measurement Basis [Axis]</link:label>
    <link:label id="lab_us-gaap_FairValueByMeasurementBasisAxis_label_en-US" xlink:label="lab_us-gaap_FairValueByMeasurementBasisAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Measurement Basis [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueByMeasurementBasisAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueByMeasurementBasisAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueByMeasurementBasisAxis" xlink:to="lab_us-gaap_FairValueByMeasurementBasisAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_AccumulatedAmortizationDeferredFinanceCosts_655c58d7-ad55-41aa-8948-3de036fa606a_terseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedAmortizationDeferredFinanceCosts" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Deferred financing costs, accumulated amortization</link:label>
    <link:label id="lab_us-gaap_AccumulatedAmortizationDeferredFinanceCosts_label_en-US" xlink:label="lab_us-gaap_AccumulatedAmortizationDeferredFinanceCosts" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Accumulated Amortization, Debt Issuance Costs</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccumulatedAmortizationDeferredFinanceCosts" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AccumulatedAmortizationDeferredFinanceCosts"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccumulatedAmortizationDeferredFinanceCosts" xlink:to="lab_us-gaap_AccumulatedAmortizationDeferredFinanceCosts" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_OtherCommitmentsTable_23d6f435-1dd0-44de-902c-15bea1d682a9_terseLabel_en-US" xlink:label="lab_us-gaap_OtherCommitmentsTable" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Commitments [Table]</link:label>
    <link:label id="lab_us-gaap_OtherCommitmentsTable_label_en-US" xlink:label="lab_us-gaap_OtherCommitmentsTable" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Commitments [Table]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherCommitmentsTable" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OtherCommitmentsTable"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherCommitmentsTable" xlink:to="lab_us-gaap_OtherCommitmentsTable" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NMGPHoldcoLLCMember_c0a4df6e-f102-4cf8-857c-8e1ab4e5ce03_terseLabel_en-US" xlink:label="lab_nmfc_NMGPHoldcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM GP Holdco, LLC</link:label>
    <link:label id="lab_nmfc_NMGPHoldcoLLCMember_label_en-US" xlink:label="lab_nmfc_NMGPHoldcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM GP Holdco, LLC [Member]</link:label>
    <link:label id="lab_nmfc_NMGPHoldcoLLCMember_documentation_en-US" xlink:label="lab_nmfc_NMGPHoldcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM GP Holdco, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NMGPHoldcoLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_NMGPHoldcoLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NMGPHoldcoLLCMember" xlink:to="lab_nmfc_NMGPHoldcoLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DebtIssuanceCostsIncurredButNotYetPaid_09de217a-e5bb-4f47-9420-277bf8904c3d_terseLabel_en-US" xlink:label="lab_nmfc_DebtIssuanceCostsIncurredButNotYetPaid" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Accrual for deferred financing costs</link:label>
    <link:label id="lab_nmfc_DebtIssuanceCostsIncurredButNotYetPaid_label_en-US" xlink:label="lab_nmfc_DebtIssuanceCostsIncurredButNotYetPaid" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Issuance Costs Incurred but Not Yet Paid</link:label>
    <link:label id="lab_nmfc_DebtIssuanceCostsIncurredButNotYetPaid_documentation_en-US" xlink:label="lab_nmfc_DebtIssuanceCostsIncurredButNotYetPaid" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Issuance Costs Incurred but Not Yet Paid</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DebtIssuanceCostsIncurredButNotYetPaid" xlink:href="nmfc-20230331.xsd#nmfc_DebtIssuanceCostsIncurredButNotYetPaid"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DebtIssuanceCostsIncurredButNotYetPaid" xlink:to="lab_nmfc_DebtIssuanceCostsIncurredButNotYetPaid" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_CommonStockDividendsPerShareDeclared_9c8b77c4-f1be-41c9-a5a3-4f792794d672_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockDividendsPerShareDeclared" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Distributions declared per share (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_CommonStockDividendsPerShareDeclared_label_en-US" xlink:label="lab_us-gaap_CommonStockDividendsPerShareDeclared" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Common Stock, Dividends, Per Share, Declared</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CommonStockDividendsPerShareDeclared" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CommonStockDividendsPerShareDeclared"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockDividendsPerShareDeclared" xlink:to="lab_us-gaap_CommonStockDividendsPerShareDeclared" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_RevenuesAbstract_258dbe50-6902-4a66-b944-95d5dce06874_terseLabel_en-US" xlink:label="lab_us-gaap_RevenuesAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment&#160;income</link:label>
    <link:label id="lab_us-gaap_RevenuesAbstract_label_en-US" xlink:label="lab_us-gaap_RevenuesAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Revenues [Abstract]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RevenuesAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RevenuesAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RevenuesAbstract" xlink:to="lab_us-gaap_RevenuesAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_FairValueDisclosureOfAssetAndLiabilityNotMeasuredAtFairValueTable_bcc6f974-1a20-4590-8b5b-2729b15fa49d_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueDisclosureOfAssetAndLiabilityNotMeasuredAtFairValueTable" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value Disclosure of Asset and Liability Not Measured at Fair Value [Table]</link:label>
    <link:label id="lab_us-gaap_FairValueDisclosureOfAssetAndLiabilityNotMeasuredAtFairValueTable_label_en-US" xlink:label="lab_us-gaap_FairValueDisclosureOfAssetAndLiabilityNotMeasuredAtFairValueTable" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value Disclosure of Asset and Liability Not Measured at Fair Value [Table]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueDisclosureOfAssetAndLiabilityNotMeasuredAtFairValueTable" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueDisclosureOfAssetAndLiabilityNotMeasuredAtFairValueTable"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueDisclosureOfAssetAndLiabilityNotMeasuredAtFairValueTable" xlink:to="lab_us-gaap_FairValueDisclosureOfAssetAndLiabilityNotMeasuredAtFairValueTable" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_BraveParentHoldingsIncMember_b6c696b5-f7fb-45f3-886a-cf2eae8665f8_terseLabel_en-US" xlink:label="lab_nmfc_BraveParentHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Brave Parent Holdings, Inc.</link:label>
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    <link:label id="lab_us-gaap_StockholdersEquityPolicyTextBlock_66c6cd24-9927-4647-8c17-02710d8286ba_terseLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityPolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Stock repurchase program</link:label>
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    <link:label id="lab_nmfc_NewBenevisTopcoLLCAndNewBenevisHoldcoIncMember_9ef48d8a-6650-4c5e-955a-90ff0eddafe7_terseLabel_en-US" xlink:label="lab_nmfc_NewBenevisTopcoLLCAndNewBenevisHoldcoIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Benevis Topco, LLC / New Benevis Holdco, Inc.</link:label>
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    <link:label id="lab_us-gaap_SubordinatedDebtMember_8e70eb96-cf9b-48f6-92d4-a10fe6b1ba5e_terseLabel_en-US" xlink:label="lab_us-gaap_SubordinatedDebtMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Subordinated</link:label>
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    <link:label id="lab_dei_Security12bTitle_ad947ded-bb0f-4b8d-a38b-038f2917f536_terseLabel_en-US" xlink:label="lab_dei_Security12bTitle" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Title of 12(b) Security</link:label>
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    <link:label id="lab_us-gaap_UnsecuredDebt_3483f66b-3285-4567-a783-dcbdcad9cd7c_terseLabel_en-US" xlink:label="lab_us-gaap_UnsecuredDebt" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unsecured Notes</link:label>
    <link:label id="lab_us-gaap_UnsecuredDebt_c0ce695a-4006-4d76-a4e6-fece2c6a73e9_verboseLabel_en-US" xlink:label="lab_us-gaap_UnsecuredDebt" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unsecured Notes outstanding balance</link:label>
    <link:label id="lab_us-gaap_UnsecuredDebt_label_en-US" xlink:label="lab_us-gaap_UnsecuredDebt" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unsecured Debt</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_UnsecuredDebt" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_UnsecuredDebt"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnsecuredDebt" xlink:to="lab_us-gaap_UnsecuredDebt" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_TMKHawkParentCorpMember_cad87f9b-9c72-48e2-94e3-503d53ea64b8_terseLabel_en-US" xlink:label="lab_nmfc_TMKHawkParentCorpMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">TMK Hawk Parent, Corp.</link:label>
    <link:label id="lab_nmfc_TMKHawkParentCorpMember_label_en-US" xlink:label="lab_nmfc_TMKHawkParentCorpMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">TMK Hawk Parent, Corp. [Member]</link:label>
    <link:label id="lab_nmfc_TMKHawkParentCorpMember_documentation_en-US" xlink:label="lab_nmfc_TMKHawkParentCorpMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">TMK Hawk Parent, Corp.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_TMKHawkParentCorpMember" xlink:href="nmfc-20230331.xsd#nmfc_TMKHawkParentCorpMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_TMKHawkParentCorpMember" xlink:to="lab_nmfc_TMKHawkParentCorpMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_SecuritiesPurchasedUnderAgreementsToResellCost_c34ead0c-3b1d-4fe5-87fc-20c4539f3776_terseLabel_en-US" xlink:label="lab_nmfc_SecuritiesPurchasedUnderAgreementsToResellCost" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Securities purchased under collateralized agreements to resell, cost</link:label>
    <link:label id="lab_nmfc_SecuritiesPurchasedUnderAgreementsToResellCost_7e1d534d-e348-4702-b9f1-38e8194778f2_verboseLabel_en-US" xlink:label="lab_nmfc_SecuritiesPurchasedUnderAgreementsToResellCost" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cost basis of securities purchased under collateralized agreements to resell</link:label>
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    <link:label id="lab_nmfc_SecuritiesPurchasedUnderAgreementsToResellCost_documentation_en-US" xlink:label="lab_nmfc_SecuritiesPurchasedUnderAgreementsToResellCost" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Securities Purchased Under Agreements To Resell, Cost</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_SecuritiesPurchasedUnderAgreementsToResellCost" xlink:href="nmfc-20230331.xsd#nmfc_SecuritiesPurchasedUnderAgreementsToResellCost"/>
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    <link:label id="lab_nmfc_LineOfCreditFacilityBorrowingCapacityThirdPercentage_6b9752f4-c438-4c64-957a-f2553c07085e_terseLabel_en-US" xlink:label="lab_nmfc_LineOfCreditFacilityBorrowingCapacityThirdPercentage" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Borrowing capacity, third percentage</link:label>
    <link:label id="lab_nmfc_LineOfCreditFacilityBorrowingCapacityThirdPercentage_label_en-US" xlink:label="lab_nmfc_LineOfCreditFacilityBorrowingCapacityThirdPercentage" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Line Of Credit Facility, Borrowing Capacity, Third Percentage</link:label>
    <link:label id="lab_nmfc_LineOfCreditFacilityBorrowingCapacityThirdPercentage_documentation_en-US" xlink:label="lab_nmfc_LineOfCreditFacilityBorrowingCapacityThirdPercentage" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Line Of Credit Facility, Borrowing Capacity, Third Percentage</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_LineOfCreditFacilityBorrowingCapacityThirdPercentage" xlink:href="nmfc-20230331.xsd#nmfc_LineOfCreditFacilityBorrowingCapacityThirdPercentage"/>
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    <link:label id="lab_nmfc_BullhornIncMember_c1bcc191-f844-419d-b8b6-b0ed3d723117_terseLabel_en-US" xlink:label="lab_nmfc_BullhornIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Bullhorn, Inc.</link:label>
    <link:label id="lab_nmfc_BullhornIncMember_label_en-US" xlink:label="lab_nmfc_BullhornIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Bullhorn, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_BullhornIncMember_documentation_en-US" xlink:label="lab_nmfc_BullhornIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Bullhorn, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_BullhornIncMember" xlink:href="nmfc-20230331.xsd#nmfc_BullhornIncMember"/>
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    <link:label id="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpMember_8eeb97ae-5251-4cd1-852c-66b0cd28f4f8_terseLabel_en-US" xlink:label="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Eagle Infrastructure Services, LLC (fka FR Arsenal Holdings II Corp.)</link:label>
    <link:label id="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpMember_label_en-US" xlink:label="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Eagle Infrastructure Services, LLC (fka FR Arsenal Holdings II Corp.) [Member]</link:label>
    <link:label id="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpMember_documentation_en-US" xlink:label="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Eagle Infrastructure Services, LLC (fka FR Arsenal Holdings II Corp.)</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpMember" xlink:href="nmfc-20230331.xsd#nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpMember" xlink:to="lab_nmfc_EagleInfrastructureServicesLLCFkaFRArsenalHoldingsIICorpMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_SubsequentEventLineItems_9909c49f-fe17-4dc9-979b-97b95db1ebcf_terseLabel_en-US" xlink:label="lab_us-gaap_SubsequentEventLineItems" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Subsequent Event [Line Items]</link:label>
    <link:label id="lab_us-gaap_SubsequentEventLineItems_label_en-US" xlink:label="lab_us-gaap_SubsequentEventLineItems" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Subsequent Event [Line Items]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SubsequentEventLineItems" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SubsequentEventLineItems"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SubsequentEventLineItems" xlink:to="lab_us-gaap_SubsequentEventLineItems" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_RepurchaseAgreementsCollateralPolicy_96d6c2ea-b15e-411c-bfd3-5453c3f0f1b8_terseLabel_en-US" xlink:label="lab_us-gaap_RepurchaseAgreementsCollateralPolicy" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Collateralized agreements or repurchase financings</link:label>
    <link:label id="lab_us-gaap_RepurchaseAgreementsCollateralPolicy_label_en-US" xlink:label="lab_us-gaap_RepurchaseAgreementsCollateralPolicy" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Repurchase Agreements, Collateral, Policy [Policy Text Block]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RepurchaseAgreementsCollateralPolicy" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RepurchaseAgreementsCollateralPolicy"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RepurchaseAgreementsCollateralPolicy" xlink:to="lab_us-gaap_RepurchaseAgreementsCollateralPolicy" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_DebtInstrumentLineItems_c7870b42-bb95-45e0-8ac2-b826cbbb0078_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentLineItems" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument [Line Items]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentLineItems_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentLineItems" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument [Line Items]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DebtInstrumentLineItems" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_DebtInstrumentLineItems"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentLineItems" xlink:to="lab_us-gaap_DebtInstrumentLineItems" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InterestPayableCurrentAndNoncurrent_e17820b7-fa0e-4f9b-babc-f20a0efca200_terseLabel_en-US" xlink:label="lab_us-gaap_InterestPayableCurrentAndNoncurrent" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest payable</link:label>
    <link:label id="lab_us-gaap_InterestPayableCurrentAndNoncurrent_label_en-US" xlink:label="lab_us-gaap_InterestPayableCurrentAndNoncurrent" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest Payable</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InterestPayableCurrentAndNoncurrent" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InterestPayableCurrentAndNoncurrent"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InterestPayableCurrentAndNoncurrent" xlink:to="lab_us-gaap_InterestPayableCurrentAndNoncurrent" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems_ec4ba92c-9da4-4a76-b645-add5b386f662_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value Measurement Inputs and Valuation Techniques [Line Items]</link:label>
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems_label_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value Measurement Inputs and Valuation Techniques [Line Items]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems" xlink:to="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesLineItems" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_PaymentsOfDebtIssuanceCosts_b0e7fdef-b0d7-44cc-8365-7f8f8ac11b35_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PaymentsOfDebtIssuanceCosts" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Deferred financing costs paid</link:label>
    <link:label id="lab_us-gaap_PaymentsOfDebtIssuanceCosts_label_en-US" xlink:label="lab_us-gaap_PaymentsOfDebtIssuanceCosts" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Payments of Debt Issuance Costs</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsOfDebtIssuanceCosts" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PaymentsOfDebtIssuanceCosts"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsOfDebtIssuanceCosts" xlink:to="lab_us-gaap_PaymentsOfDebtIssuanceCosts" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_AccretionAmortizationOfDiscountsAndPremiumsInvestments_fb2f1029-c06d-413e-b32c-1e93f1abd182_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_AccretionAmortizationOfDiscountsAndPremiumsInvestments" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Amortization of purchase discount</link:label>
    <link:label id="lab_us-gaap_AccretionAmortizationOfDiscountsAndPremiumsInvestments_label_en-US" xlink:label="lab_us-gaap_AccretionAmortizationOfDiscountsAndPremiumsInvestments" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Accretion (Amortization) of Discounts and Premiums, Investments</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccretionAmortizationOfDiscountsAndPremiumsInvestments" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AccretionAmortizationOfDiscountsAndPremiumsInvestments"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccretionAmortizationOfDiscountsAndPremiumsInvestments" xlink:to="lab_us-gaap_AccretionAmortizationOfDiscountsAndPremiumsInvestments" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_OtherValuationTechniqueMember_13aacc86-c621-416e-9d1d-0f9af492da58_terseLabel_en-US" xlink:label="lab_nmfc_OtherValuationTechniqueMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other</link:label>
    <link:label id="lab_nmfc_OtherValuationTechniqueMember_label_en-US" xlink:label="lab_nmfc_OtherValuationTechniqueMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Valuation Technique [Member]</link:label>
    <link:label id="lab_nmfc_OtherValuationTechniqueMember_documentation_en-US" xlink:label="lab_nmfc_OtherValuationTechniqueMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Valuation Technique</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_OtherValuationTechniqueMember" xlink:href="nmfc-20230331.xsd#nmfc_OtherValuationTechniqueMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_OtherValuationTechniqueMember" xlink:to="lab_nmfc_OtherValuationTechniqueMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_HealthcareSectorMember_656b8d6d-2a06-4a94-99ec-4b579cfed423_terseLabel_en-US" xlink:label="lab_us-gaap_HealthcareSectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Healthcare</link:label>
    <link:label id="lab_us-gaap_HealthcareSectorMember_label_en-US" xlink:label="lab_us-gaap_HealthcareSectorMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Healthcare Sector [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_HealthcareSectorMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_HealthcareSectorMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_HealthcareSectorMember" xlink:to="lab_us-gaap_HealthcareSectorMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_HavenMidstreamHoldingsLLCMember_ccb1f5af-6ae0-4164-ae4d-a67410554f16_terseLabel_en-US" xlink:label="lab_nmfc_HavenMidstreamHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Haven Midstream Holdings LLC</link:label>
    <link:label id="lab_nmfc_HavenMidstreamHoldingsLLCMember_label_en-US" xlink:label="lab_nmfc_HavenMidstreamHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Haven Midstream Holdings LLC [Member]</link:label>
    <link:label id="lab_nmfc_HavenMidstreamHoldingsLLCMember_documentation_en-US" xlink:label="lab_nmfc_HavenMidstreamHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Haven Midstream Holdings LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_HavenMidstreamHoldingsLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_HavenMidstreamHoldingsLLCMember"/>
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    <link:label id="lab_country_NL_ee649e8c-ae63-4c9a-8bbf-1d6477bec999_terseLabel_en-US" xlink:label="lab_country_NL" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Netherlands</link:label>
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    <link:label id="lab_us-gaap_StockholdersEquityPeriodIncreaseDecrease_481bc889-0004-4f03-a6a6-064b87a39f20_totalLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityPeriodIncreaseDecrease" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net increase in net assets</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StockholdersEquityPeriodIncreaseDecrease" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StockholdersEquityPeriodIncreaseDecrease"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquityPeriodIncreaseDecrease" xlink:to="lab_us-gaap_StockholdersEquityPeriodIncreaseDecrease" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_EstimateOfFairValueFairValueDisclosureMember_bc2a915c-3bbf-403c-a818-7b1bbbd92267_terseLabel_en-US" xlink:label="lab_us-gaap_EstimateOfFairValueFairValueDisclosureMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value</link:label>
    <link:label id="lab_us-gaap_EstimateOfFairValueFairValueDisclosureMember_label_en-US" xlink:label="lab_us-gaap_EstimateOfFairValueFairValueDisclosureMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Estimate of Fair Value Measurement [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EstimateOfFairValueFairValueDisclosureMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_EstimateOfFairValueFairValueDisclosureMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EstimateOfFairValueFairValueDisclosureMember" xlink:to="lab_us-gaap_EstimateOfFairValueFairValueDisclosureMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentCompanyRedemptionOfSharesPaidInKind_d013ea47-e64a-479f-bd43-ca367028a1e7_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentCompanyRedemptionOfSharesPaidInKind" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Redemption of shares paid-in-kind</link:label>
    <link:label id="lab_nmfc_InvestmentCompanyRedemptionOfSharesPaidInKind_label_en-US" xlink:label="lab_nmfc_InvestmentCompanyRedemptionOfSharesPaidInKind" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Redemption of Shares, Paid-In-Kind</link:label>
    <link:label id="lab_nmfc_InvestmentCompanyRedemptionOfSharesPaidInKind_documentation_en-US" xlink:label="lab_nmfc_InvestmentCompanyRedemptionOfSharesPaidInKind" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Redemption of Shares, Paid-In-Kind</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentCompanyRedemptionOfSharesPaidInKind" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentCompanyRedemptionOfSharesPaidInKind"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentCompanyRedemptionOfSharesPaidInKind" xlink:to="lab_nmfc_InvestmentCompanyRedemptionOfSharesPaidInKind" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable_474b80db-4990-4627-887f-14d97c15d1cb_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value, Recurring and Nonrecurring [Table]</link:label>
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable_label_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value, Recurring and Nonrecurring [Table]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable" xlink:to="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_LitigationSettlementAmountAwardedToOtherParty_3ab6e781-91c2-4979-b75b-807c3a43ed78_terseLabel_en-US" xlink:label="lab_us-gaap_LitigationSettlementAmountAwardedToOtherParty" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Settlement amount awarded to other party</link:label>
    <link:label id="lab_us-gaap_LitigationSettlementAmountAwardedToOtherParty_label_en-US" xlink:label="lab_us-gaap_LitigationSettlementAmountAwardedToOtherParty" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Litigation Settlement, Amount Awarded to Other Party</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LitigationSettlementAmountAwardedToOtherParty" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LitigationSettlementAmountAwardedToOtherParty"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LitigationSettlementAmountAwardedToOtherParty" xlink:to="lab_us-gaap_LitigationSettlementAmountAwardedToOtherParty" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_FoundationalEducationGroupIncMember_b9ec512b-1df5-4fec-af90-2f80af4ef364_terseLabel_en-US" xlink:label="lab_nmfc_FoundationalEducationGroupIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Foundational Education Group, Inc.</link:label>
    <link:label id="lab_nmfc_FoundationalEducationGroupIncMember_label_en-US" xlink:label="lab_nmfc_FoundationalEducationGroupIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Foundational Education Group, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_FoundationalEducationGroupIncMember_documentation_en-US" xlink:label="lab_nmfc_FoundationalEducationGroupIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Foundational Education Group, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_FoundationalEducationGroupIncMember" xlink:href="nmfc-20230331.xsd#nmfc_FoundationalEducationGroupIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_FoundationalEducationGroupIncMember" xlink:to="lab_nmfc_FoundationalEducationGroupIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_OtherExpenses_01ad920a-1a6f-4c0c-9ba2-0e4fa075a4a3_terseLabel_en-US" xlink:label="lab_us-gaap_OtherExpenses" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other expenses</link:label>
    <link:label id="lab_us-gaap_OtherExpenses_label_en-US" xlink:label="lab_us-gaap_OtherExpenses" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Expenses</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherExpenses" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OtherExpenses"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherExpenses" xlink:to="lab_us-gaap_OtherExpenses" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_SaleOfStockConsiderationReceivedOnTransaction_f4622f1a-8cad-47aa-9360-63f9c9c71c02_terseLabel_en-US" xlink:label="lab_us-gaap_SaleOfStockConsiderationReceivedOnTransaction" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale of stock, consideration received</link:label>
    <link:label id="lab_us-gaap_SaleOfStockConsiderationReceivedOnTransaction_label_en-US" xlink:label="lab_us-gaap_SaleOfStockConsiderationReceivedOnTransaction" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale of Stock, Consideration Received on Transaction</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SaleOfStockConsiderationReceivedOnTransaction" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SaleOfStockConsiderationReceivedOnTransaction"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SaleOfStockConsiderationReceivedOnTransaction" xlink:to="lab_us-gaap_SaleOfStockConsiderationReceivedOnTransaction" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_SaleOfStockMaximumIssuanceAmount_d1a5e1ba-cfd3-4e48-bda1-273d1a206d81_terseLabel_en-US" xlink:label="lab_nmfc_SaleOfStockMaximumIssuanceAmount" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale of stock, issuance amount</link:label>
    <link:label id="lab_nmfc_SaleOfStockMaximumIssuanceAmount_label_en-US" xlink:label="lab_nmfc_SaleOfStockMaximumIssuanceAmount" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale Of Stock, Maximum Issuance, Amount</link:label>
    <link:label id="lab_nmfc_SaleOfStockMaximumIssuanceAmount_documentation_en-US" xlink:label="lab_nmfc_SaleOfStockMaximumIssuanceAmount" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale Of Stock, Maximum Issuance, Amount</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_SaleOfStockMaximumIssuanceAmount" xlink:href="nmfc-20230331.xsd#nmfc_SaleOfStockMaximumIssuanceAmount"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_SaleOfStockMaximumIssuanceAmount" xlink:to="lab_nmfc_SaleOfStockMaximumIssuanceAmount" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_IncreaseDecreaseInOtherOperatingAssets_7ca6a982-1d0e-4daf-9f77-e0465d22492f_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInOtherOperatingAssets" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other assets</link:label>
    <link:label id="lab_us-gaap_IncreaseDecreaseInOtherOperatingAssets_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInOtherOperatingAssets" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Increase (Decrease) in Other Operating Assets</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInOtherOperatingAssets" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncreaseDecreaseInOtherOperatingAssets"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncreaseDecreaseInOtherOperatingAssets" xlink:to="lab_us-gaap_IncreaseDecreaseInOtherOperatingAssets" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_DebtInstrumentConvertibleThresholdPercentageOfStockPriceTrigger_8a3e381e-30dd-4ea0-b71a-6f1bd6f30b62_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentConvertibleThresholdPercentageOfStockPriceTrigger" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Exercise price adjustment percentage</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentConvertibleThresholdPercentageOfStockPriceTrigger_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentConvertibleThresholdPercentageOfStockPriceTrigger" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Debt Instrument, Convertible, Threshold Percentage of Stock Price Trigger</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DebtInstrumentConvertibleThresholdPercentageOfStockPriceTrigger" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_DebtInstrumentConvertibleThresholdPercentageOfStockPriceTrigger"/>
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    <link:label id="lab_us-gaap-supplement_ManagementAndServiceFeesIncentiveRate_077c4f4b-ac85-427c-b210-14e96f7384cf_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_ManagementAndServiceFeesIncentiveRate" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Incentive fee percentage</link:label>
    <link:label id="lab_us-gaap-supplement_ManagementAndServiceFeesIncentiveRate_label_en-US" xlink:label="lab_us-gaap-supplement_ManagementAndServiceFeesIncentiveRate" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Management and Service Fees, Incentive Rate</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_ManagementAndServiceFeesIncentiveRate" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_ManagementAndServiceFeesIncentiveRate"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_ManagementAndServiceFeesIncentiveRate" xlink:to="lab_us-gaap-supplement_ManagementAndServiceFeesIncentiveRate" xlink:type="arc" order="1"/>
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    <link:loc xlink:type="locator" xlink:label="loc_nmfc_RetainedEarningsNetUnrealizedAppreciationDepreciationMember" xlink:href="nmfc-20230331.xsd#nmfc_RetainedEarningsNetUnrealizedAppreciationDepreciationMember"/>
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    <link:label id="lab_us-gaap_WarrantMember_48cfcfb2-d84e-4620-aed0-fa7e5d534b61_terseLabel_en-US" xlink:label="lab_us-gaap_WarrantMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Warrants</link:label>
    <link:label id="lab_us-gaap_WarrantMember_label_en-US" xlink:label="lab_us-gaap_WarrantMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Warrant [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_WarrantMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_WarrantMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WarrantMember" xlink:to="lab_us-gaap_WarrantMember" xlink:type="arc" order="1"/>
    <link:label id="lab_dei_EntityFilerCategory_cc03114e-7be4-4d5e-8073-8f327bf244c8_terseLabel_en-US" xlink:label="lab_dei_EntityFilerCategory" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Entity Filer Category</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityFilerCategory" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityFilerCategory"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityFilerCategory" xlink:to="lab_dei_EntityFilerCategory" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_ProceedsFromIssuanceOfCommonStock_1bef21d5-0ebf-45f1-a97d-37d1d5b38060_verboseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromIssuanceOfCommonStock" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net proceeds from shares sold</link:label>
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    <link:label id="lab_us-gaap_ProceedsFromIssuanceOfCommonStock_label_en-US" xlink:label="lab_us-gaap_ProceedsFromIssuanceOfCommonStock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Proceeds from Issuance of Common Stock</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromIssuanceOfCommonStock" xlink:to="lab_us-gaap_ProceedsFromIssuanceOfCommonStock" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_62ef081d-9df3-46e6-b009-2ee7846db3d9_terseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Weighted average shares of common stock outstanding - basic (in shares)</link:label>
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_004dfc5e-623b-452e-b86d-0754e4c1c009_verboseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Denominator for basic weighted average share (in shares)</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic" xlink:to="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_UnsecuredNotesEffectiveApril2019Member_8e1ea1f8-9e82-45af-b540-c5080b79bc97_terseLabel_en-US" xlink:label="lab_nmfc_UnsecuredNotesEffectiveApril2019Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">2019A Unsecured Notes</link:label>
    <link:label id="lab_nmfc_UnsecuredNotesEffectiveApril2019Member_label_en-US" xlink:label="lab_nmfc_UnsecuredNotesEffectiveApril2019Member" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unsecured Notes Effective April 2019 [Member]</link:label>
    <link:label id="lab_nmfc_UnsecuredNotesEffectiveApril2019Member_documentation_en-US" xlink:label="lab_nmfc_UnsecuredNotesEffectiveApril2019Member" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Unsecured Notes Effective April 2019</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_UnsecuredNotesEffectiveApril2019Member" xlink:href="nmfc-20230331.xsd#nmfc_UnsecuredNotesEffectiveApril2019Member"/>
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    <link:label id="lab_nmfc_AAHTopcoLLCMember_65c5d4ba-384f-425a-9ebb-8738c9bf7e1f_terseLabel_en-US" xlink:label="lab_nmfc_AAHTopcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">AAH Topco, LLC</link:label>
    <link:label id="lab_nmfc_AAHTopcoLLCMember_label_en-US" xlink:label="lab_nmfc_AAHTopcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">AAH Topco, LLC [Member]</link:label>
    <link:label id="lab_nmfc_AAHTopcoLLCMember_documentation_en-US" xlink:label="lab_nmfc_AAHTopcoLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">AAH Topco, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_AAHTopcoLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_AAHTopcoLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_AAHTopcoLLCMember" xlink:to="lab_nmfc_AAHTopcoLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_country_US_24401e2a-9b49-4d91-bd77-cab3e0c2ca15_terseLabel_en-US" xlink:label="lab_country_US" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">United States</link:label>
    <link:label id="lab_country_US_label_en-US" xlink:label="lab_country_US" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">UNITED STATES</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_country_US" xlink:href="https://xbrl.sec.gov/country/2022/country-2022.xsd#country_US"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_country_US" xlink:to="lab_country_US" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_FinancialServicesSectorMember_6ebeab5b-03fa-47fb-9598-6ec85fae7cca_terseLabel_en-US" xlink:label="lab_us-gaap_FinancialServicesSectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Financial Services</link:label>
    <link:label id="lab_us-gaap_FinancialServicesSectorMember_label_en-US" xlink:label="lab_us-gaap_FinancialServicesSectorMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Financial Services Sector [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinancialServicesSectorMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FinancialServicesSectorMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FinancialServicesSectorMember" xlink:to="lab_us-gaap_FinancialServicesSectorMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_USD15255SBAGuaranteedDebenturesIssuedMarch2018Member_693408b7-e1f9-4daf-8491-c67278f933e1_terseLabel_en-US" xlink:label="lab_nmfc_USD15255SBAGuaranteedDebenturesIssuedMarch2018Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">$15,255 SBA-guaranteed debentures, Issued March 2018</link:label>
    <link:label id="lab_nmfc_USD15255SBAGuaranteedDebenturesIssuedMarch2018Member_label_en-US" xlink:label="lab_nmfc_USD15255SBAGuaranteedDebenturesIssuedMarch2018Member" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USD 15,255 SBA Guaranteed Debentures, Issued March 2018 [Member]</link:label>
    <link:label id="lab_nmfc_USD15255SBAGuaranteedDebenturesIssuedMarch2018Member_documentation_en-US" xlink:label="lab_nmfc_USD15255SBAGuaranteedDebenturesIssuedMarch2018Member" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USD 15,255 SBA Guaranteed Debentures, Issued March 2018</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_USD15255SBAGuaranteedDebenturesIssuedMarch2018Member" xlink:href="nmfc-20230331.xsd#nmfc_USD15255SBAGuaranteedDebenturesIssuedMarch2018Member"/>
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    <link:label id="lab_us-gaap_SecuritiesFinancingTransactionLineItems_40396f5a-2827-45e4-83e8-9734aecd1e12_terseLabel_en-US" xlink:label="lab_us-gaap_SecuritiesFinancingTransactionLineItems" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Securities Financing Transaction [Line Items]</link:label>
    <link:label id="lab_us-gaap_SecuritiesFinancingTransactionLineItems_label_en-US" xlink:label="lab_us-gaap_SecuritiesFinancingTransactionLineItems" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Securities Financing Transaction [Line Items]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SecuritiesFinancingTransactionLineItems" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SecuritiesFinancingTransactionLineItems"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SecuritiesFinancingTransactionLineItems" xlink:to="lab_us-gaap_SecuritiesFinancingTransactionLineItems" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_CommitmentsAndContingencies_73ce7a67-94ae-4e05-8b90-bd42eb3d6286_terseLabel_en-US" xlink:label="lab_us-gaap_CommitmentsAndContingencies" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Commitments and contingencies (See Note 9)</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CommitmentsAndContingencies" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CommitmentsAndContingencies"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommitmentsAndContingencies" xlink:to="lab_us-gaap_CommitmentsAndContingencies" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentHoldingsScheduleOfInvestmentsTableTextBlock_1ec6e720-4c2e-4556-a4ab-1d9526036417_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentHoldingsScheduleOfInvestmentsTableTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Schedule of Investments</link:label>
    <link:label id="lab_us-gaap_InvestmentHoldingsScheduleOfInvestmentsTableTextBlock_label_en-US" xlink:label="lab_us-gaap_InvestmentHoldingsScheduleOfInvestmentsTableTextBlock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Holdings, Schedule of Investments [Table Text Block]</link:label>
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    <link:label id="lab_dei_SecurityExchangeName_ab73769b-b84d-4d2d-8085-55efd3fff2ad_terseLabel_en-US" xlink:label="lab_dei_SecurityExchangeName" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Security Exchange Name</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_SecurityExchangeName" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_SecurityExchangeName"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_SecurityExchangeName" xlink:to="lab_dei_SecurityExchangeName" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_EnergySectorMember_9cd861aa-d9c7-4cff-b870-8df6577592af_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_EnergySectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Energy</link:label>
    <link:label id="lab_us-gaap-supplement_EnergySectorMember_label_en-US" xlink:label="lab_us-gaap-supplement_EnergySectorMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Energy Sector [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_EnergySectorMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_EnergySectorMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_EnergySectorMember" xlink:to="lab_us-gaap-supplement_EnergySectorMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_StockIssued1_1ea37069-d635-4fac-a18c-993d01c6c62d_terseLabel_en-US" xlink:label="lab_us-gaap_StockIssued1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Value of shares reissued from repurchase program in connection with the distribution reinvestment plan</link:label>
    <link:label id="lab_us-gaap_StockIssued1_label_en-US" xlink:label="lab_us-gaap_StockIssued1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Stock Issued</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockIssued1" xlink:to="lab_us-gaap_StockIssued1" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_PreferredStockValue_3d79a141-54d4-4c21-9140-01716ba86379_terseLabel_en-US" xlink:label="lab_us-gaap_PreferredStockValue" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Preferred stock, par value $0.01 per share, 2,000,000 shares authorized, none issued</link:label>
    <link:label id="lab_us-gaap_PreferredStockValue_label_en-US" xlink:label="lab_us-gaap_PreferredStockValue" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Preferred Stock, Value, Issued</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PreferredStockValue" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PreferredStockValue"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PreferredStockValue" xlink:to="lab_us-gaap_PreferredStockValue" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_IncreaseDecreaseInInterestPayableNet_6610ba5c-84bd-41ba-a2af-abf8dd741227_terseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInInterestPayableNet" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest payable</link:label>
    <link:label id="lab_us-gaap_IncreaseDecreaseInInterestPayableNet_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInInterestPayableNet" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Increase (Decrease) in Interest Payable, Net</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInInterestPayableNet" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncreaseDecreaseInInterestPayableNet"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncreaseDecreaseInInterestPayableNet" xlink:to="lab_us-gaap_IncreaseDecreaseInInterestPayableNet" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NMAPPCanadaCorpMember_8fba7382-a5fb-4788-8451-3686397b0200_terseLabel_en-US" xlink:label="lab_nmfc_NMAPPCanadaCorpMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM APP CANADA CORP</link:label>
    <link:label id="lab_nmfc_NMAPPCanadaCorpMember_label_en-US" xlink:label="lab_nmfc_NMAPPCanadaCorpMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM APP Canada, Corp [Member]</link:label>
    <link:label id="lab_nmfc_NMAPPCanadaCorpMember_documentation_en-US" xlink:label="lab_nmfc_NMAPPCanadaCorpMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM APP Canada, Corp</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NMAPPCanadaCorpMember" xlink:href="nmfc-20230331.xsd#nmfc_NMAPPCanadaCorpMember"/>
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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentLineItems_0f8fabbb-e329-4ac0-95d9-fe700535e015_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentLineItems" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Property, Plant and Equipment [Line Items]</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentLineItems_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentLineItems" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Property, Plant and Equipment [Line Items]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentLineItems" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PropertyPlantAndEquipmentLineItems"/>
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    <link:label id="lab_us-gaap_InvestmentCompanyFinancialHighlightsRollForward_2b9b0e09-663d-4096-a12c-1a4123462bbb_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyFinancialHighlightsRollForward" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Financial Highlights [Roll Forward]</link:label>
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    <link:label id="lab_nmfc_EducationSectorMember_52862349-acaf-4ac8-9be8-0a25dc0bb350_terseLabel_en-US" xlink:label="lab_nmfc_EducationSectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Education</link:label>
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    <link:label id="lab_us-gaap-supplement_IncentiveFeePayable_83f6ec7d-2b03-4a9d-9a87-9de7ff9f277f_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_IncentiveFeePayable" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Incentive fee payable</link:label>
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    <link:label id="lab_us-gaap_InvestmentTypeCategorizationMember_1fb4f88b-7024-44fe-9f84-550b5ec1f262_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentTypeCategorizationMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments [Domain]</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentTerm" xlink:to="lab_us-gaap_DebtInstrumentTerm" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_ForeignCurrencyTransactionGainLossUnrealized_1fe4837b-67eb-44d9-8fce-c9982d98be52_terseLabel_en-US" xlink:label="lab_us-gaap_ForeignCurrencyTransactionGainLossUnrealized" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Foreign currency</link:label>
    <link:label id="lab_us-gaap_ForeignCurrencyTransactionGainLossUnrealized_8e3a7f2e-e260-4cc9-b4a3-e041f2bbe764_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_ForeignCurrencyTransactionGainLossUnrealized" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net change in unrealized (appreciation) depreciation on translation of assets and liabilities in foreign currencies</link:label>
    <link:label id="lab_us-gaap_ForeignCurrencyTransactionGainLossUnrealized_label_en-US" xlink:label="lab_us-gaap_ForeignCurrencyTransactionGainLossUnrealized" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Foreign Currency Transaction Gain (Loss), Unrealized</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ForeignCurrencyTransactionGainLossUnrealized" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ForeignCurrencyTransactionGainLossUnrealized"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ForeignCurrencyTransactionGainLossUnrealized" xlink:to="lab_us-gaap_ForeignCurrencyTransactionGainLossUnrealized" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NetRealizedGainsLossesAbstract_cde63a9a-e6b3-41df-9117-bc74e6c53ee2_terseLabel_en-US" xlink:label="lab_nmfc_NetRealizedGainsLossesAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net realized gains (losses):</link:label>
    <link:label id="lab_nmfc_NetRealizedGainsLossesAbstract_label_en-US" xlink:label="lab_nmfc_NetRealizedGainsLossesAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net Realized Gains (Losses) [Abstract]</link:label>
    <link:label id="lab_nmfc_NetRealizedGainsLossesAbstract_documentation_en-US" xlink:label="lab_nmfc_NetRealizedGainsLossesAbstract" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net Realized Gains (Losses)</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NetRealizedGainsLossesAbstract" xlink:href="nmfc-20230331.xsd#nmfc_NetRealizedGainsLossesAbstract"/>
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    <link:label id="lab_nmfc_NoncashActivityOnInvestments_42e622ef-0eff-4e95-8466-44b751ea3da9_terseLabel_en-US" xlink:label="lab_nmfc_NoncashActivityOnInvestments" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Non-cash activity on investments</link:label>
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    <link:label id="lab_nmfc_NoncashActivityOnInvestments_documentation_en-US" xlink:label="lab_nmfc_NoncashActivityOnInvestments" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Noncash Activity On Investments</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NoncashActivityOnInvestments" xlink:href="nmfc-20230331.xsd#nmfc_NoncashActivityOnInvestments"/>
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    <link:label id="lab_us-gaap_AmortizationOfFinancingCosts_34bc7480-9302-4d22-bb11-2bc6dc4ecab1_terseLabel_en-US" xlink:label="lab_us-gaap_AmortizationOfFinancingCosts" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Amortization of deferred financing costs</link:label>
    <link:label id="lab_us-gaap_AmortizationOfFinancingCosts_5410019c-ffd0-4e3b-9433-b7bf9a12cee8_verboseLabel_en-US" xlink:label="lab_us-gaap_AmortizationOfFinancingCosts" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Amortization of financing costs</link:label>
    <link:label id="lab_us-gaap_AmortizationOfFinancingCosts_label_en-US" xlink:label="lab_us-gaap_AmortizationOfFinancingCosts" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Amortization of Debt Issuance Costs</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AmortizationOfFinancingCosts" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AmortizationOfFinancingCosts"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AmortizationOfFinancingCosts" xlink:to="lab_us-gaap_AmortizationOfFinancingCosts" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis_6db1b9c8-c93d-44cd-b223-87faef73a5c6_terseLabel_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Related Party [Axis]</link:label>
    <link:label id="lab_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis_label_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Related Party [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RelatedPartyTransactionsByRelatedPartyAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis" xlink:to="lab_us-gaap_RelatedPartyTransactionsByRelatedPartyAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_LongtermDebtTypeAxis_32298270-9ac4-49cf-8c73-6caaccc4f910_terseLabel_en-US" xlink:label="lab_us-gaap_LongtermDebtTypeAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Long-Term Debt, Type [Axis]</link:label>
    <link:label id="lab_us-gaap_LongtermDebtTypeAxis_label_en-US" xlink:label="lab_us-gaap_LongtermDebtTypeAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Long-Term Debt, Type [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongtermDebtTypeAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LongtermDebtTypeAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongtermDebtTypeAxis" xlink:to="lab_us-gaap_LongtermDebtTypeAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_RepaymentsOfLongTermLinesOfCredit_13729a55-d7bd-4caa-9829-9b64d757f3e2_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_RepaymentsOfLongTermLinesOfCredit" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Repayments of Credit Facility</link:label>
    <link:label id="lab_us-gaap_RepaymentsOfLongTermLinesOfCredit_label_en-US" xlink:label="lab_us-gaap_RepaymentsOfLongTermLinesOfCredit" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Repayments of Long-Term Lines of Credit</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RepaymentsOfLongTermLinesOfCredit" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RepaymentsOfLongTermLinesOfCredit"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RepaymentsOfLongTermLinesOfCredit" xlink:to="lab_us-gaap_RepaymentsOfLongTermLinesOfCredit" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentManagementAgreementAnnualizedHurdleRateMember_8ffcf5c3-b6da-490a-a421-f47174581e76_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementAnnualizedHurdleRateMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Annualized hurdle rate</link:label>
    <link:label id="lab_nmfc_InvestmentManagementAgreementAnnualizedHurdleRateMember_label_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementAnnualizedHurdleRateMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Management Agreement, Annualized Hurdle Rate [Member]</link:label>
    <link:label id="lab_nmfc_InvestmentManagementAgreementAnnualizedHurdleRateMember_documentation_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementAnnualizedHurdleRateMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Management Agreement, Annualized Hurdle Rate</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentManagementAgreementAnnualizedHurdleRateMember" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentManagementAgreementAnnualizedHurdleRateMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentManagementAgreementAnnualizedHurdleRateMember" xlink:to="lab_nmfc_InvestmentManagementAgreementAnnualizedHurdleRateMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_EarningsPerShareDilutedAbstract_04c5cb65-bc6e-44be-9e2c-798653ddd283_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareDilutedAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Earnings per share&#8212;diluted</link:label>
    <link:label id="lab_us-gaap_EarningsPerShareDilutedAbstract_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareDilutedAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Earnings Per Share, Diluted [Abstract]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EarningsPerShareDilutedAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_EarningsPerShareDilutedAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareDilutedAbstract" xlink:to="lab_us-gaap_EarningsPerShareDilutedAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract_label_en-US" xlink:label="lab_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Organization, Consolidation and Presentation of Financial Statements [Abstract]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract" xlink:to="lab_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_LimitedLiabilityCompanyLLCOrLimitedPartnershipLPManagingMemberOrGeneralPartnerOwnershipInterest_53c3425c-868b-460d-9714-0621f1dcc74e_terseLabel_en-US" xlink:label="lab_us-gaap_LimitedLiabilityCompanyLLCOrLimitedPartnershipLPManagingMemberOrGeneralPartnerOwnershipInterest" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Ownership percentage</link:label>
    <link:label id="lab_us-gaap_LimitedLiabilityCompanyLLCOrLimitedPartnershipLPManagingMemberOrGeneralPartnerOwnershipInterest_label_en-US" xlink:label="lab_us-gaap_LimitedLiabilityCompanyLLCOrLimitedPartnershipLPManagingMemberOrGeneralPartnerOwnershipInterest" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Limited Liability Company (LLC) or Limited Partnership (LP), Managing Member or General Partner, Ownership Interest</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LimitedLiabilityCompanyLLCOrLimitedPartnershipLPManagingMemberOrGeneralPartnerOwnershipInterest" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LimitedLiabilityCompanyLLCOrLimitedPartnershipLPManagingMemberOrGeneralPartnerOwnershipInterest"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LimitedLiabilityCompanyLLCOrLimitedPartnershipLPManagingMemberOrGeneralPartnerOwnershipInterest" xlink:to="lab_us-gaap_LimitedLiabilityCompanyLLCOrLimitedPartnershipLPManagingMemberOrGeneralPartnerOwnershipInterest" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_InvestmentUnaffiliatedIssuerMember_b8d807c3-d4e0-4fed-a36d-3d10ff08270c_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_InvestmentUnaffiliatedIssuerMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Non-controlled/Non-affiliated</link:label>
    <link:label id="lab_us-gaap-supplement_InvestmentUnaffiliatedIssuerMember_label_en-US" xlink:label="lab_us-gaap-supplement_InvestmentUnaffiliatedIssuerMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment, Unaffiliated Issuer [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_InvestmentUnaffiliatedIssuerMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_InvestmentUnaffiliatedIssuerMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_InvestmentUnaffiliatedIssuerMember" xlink:to="lab_us-gaap-supplement_InvestmentUnaffiliatedIssuerMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NoncashFinancingItemsAbstract_1cda7c09-8561-489b-a372-384234d90f74_terseLabel_en-US" xlink:label="lab_nmfc_NoncashFinancingItemsAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Non-cash financing activities:</link:label>
    <link:label id="lab_nmfc_NoncashFinancingItemsAbstract_label_en-US" xlink:label="lab_nmfc_NoncashFinancingItemsAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Noncash Financing Items [Abstract]</link:label>
    <link:label id="lab_nmfc_NoncashFinancingItemsAbstract_documentation_en-US" xlink:label="lab_nmfc_NoncashFinancingItemsAbstract" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Noncash Financing Items</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NoncashFinancingItemsAbstract" xlink:href="nmfc-20230331.xsd#nmfc_NoncashFinancingItemsAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NoncashFinancingItemsAbstract" xlink:to="lab_nmfc_NoncashFinancingItemsAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_FairValueInputsLevel2Member_4c8fba61-4c91-40b0-ad10-27109e4852bc_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel2Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Level&#160;II</link:label>
    <link:label id="lab_us-gaap_FairValueInputsLevel2Member_label_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel2Member" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value, Inputs, Level 2 [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueInputsLevel2Member" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueInputsLevel2Member"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueInputsLevel2Member" xlink:to="lab_us-gaap_FairValueInputsLevel2Member" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DividendReinvestmentPlanSharePricePercentageThreshold_c32d3270-f6f7-4f8f-8244-a4aefce5d6ff_terseLabel_en-US" xlink:label="lab_nmfc_DividendReinvestmentPlanSharePricePercentageThreshold" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Dividend reinvestment plan, share price percentage, threshold</link:label>
    <link:label id="lab_nmfc_DividendReinvestmentPlanSharePricePercentageThreshold_label_en-US" xlink:label="lab_nmfc_DividendReinvestmentPlanSharePricePercentageThreshold" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Dividend Reinvestment Plan, Share Price Percentage, Threshold</link:label>
    <link:label id="lab_nmfc_DividendReinvestmentPlanSharePricePercentageThreshold_documentation_en-US" xlink:label="lab_nmfc_DividendReinvestmentPlanSharePricePercentageThreshold" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Dividend Reinvestment Plan, Share Price Percentage, Threshold</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DividendReinvestmentPlanSharePricePercentageThreshold" xlink:href="nmfc-20230331.xsd#nmfc_DividendReinvestmentPlanSharePricePercentageThreshold"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DividendReinvestmentPlanSharePricePercentageThreshold" xlink:to="lab_nmfc_DividendReinvestmentPlanSharePricePercentageThreshold" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_DebtPolicyTextBlock_b1ea3b45-90e1-4120-9698-7d8e8ced1c7f_terseLabel_en-US" xlink:label="lab_us-gaap_DebtPolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Deferred financing costs</link:label>
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    <link:label id="lab_nmfc_VariableRateComponentAxis_documentation_en-US" xlink:label="lab_nmfc_VariableRateComponentAxis" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Variable Rate Component</link:label>
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    <link:label id="lab_us-gaap_EarningsPerShareDiluted_7008e7a7-fb64-497d-a06b-4e361a3475e4_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareDiluted" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Diluted earnings per share (in dollars per share)</link:label>
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    <link:label id="lab_us-gaap_SaleOfStockNameOfTransactionDomain_162645d2-db1c-43d9-8c3d-b44e75f4b015_terseLabel_en-US" xlink:label="lab_us-gaap_SaleOfStockNameOfTransactionDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale of Stock [Domain]</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SaleOfStockNameOfTransactionDomain" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SaleOfStockNameOfTransactionDomain"/>
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    <link:label id="lab_nmfc_USD37500SBAGuaranteedDebenturesIssuedMarch2015Member_2dcfe4d0-1959-49cb-a49f-e5716c0e6345_terseLabel_en-US" xlink:label="lab_nmfc_USD37500SBAGuaranteedDebenturesIssuedMarch2015Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">$37,500 SBA-guaranteed Debentures, Issued March 2015</link:label>
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    <link:label id="lab_nmfc_NMGLCRLPMember_2f183ad5-9ec3-4883-94c1-40adb6ac0f7e_terseLabel_en-US" xlink:label="lab_nmfc_NMGLCRLPMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM GLCR LP</link:label>
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    <link:label id="lab_us-gaap_PaymentsOfStockIssuanceCosts_0ee4fe5c-3748-4ab1-8b06-d1a8297261ca_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PaymentsOfStockIssuanceCosts" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Offering costs paid</link:label>
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    <link:label id="lab_us-gaap_DebtAndEquitySecuritiesRealizedGainLoss_edd7a8b3-3a8f-495b-a2df-9b93f0ca98c1_terseLabel_en-US" xlink:label="lab_us-gaap_DebtAndEquitySecuritiesRealizedGainLoss" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_nmfc_A2022ConvertibleNotesMember" xlink:href="nmfc-20230331.xsd#nmfc_A2022ConvertibleNotesMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_A2022ConvertibleNotesMember" xlink:to="lab_nmfc_A2022ConvertibleNotesMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap-supplement_InvestmentCompanySeniorSecurityIndebtednessAssetCoverageRatio_404e51b9-8f6b-46da-9884-bf2c264edc7e_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_InvestmentCompanySeniorSecurityIndebtednessAssetCoverageRatio" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Asset coverage ratio</link:label>
    <link:label id="lab_us-gaap-supplement_InvestmentCompanySeniorSecurityIndebtednessAssetCoverageRatio_label_en-US" xlink:label="lab_us-gaap-supplement_InvestmentCompanySeniorSecurityIndebtednessAssetCoverageRatio" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Senior Security, Indebtedness, Asset Coverage Ratio</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_InvestmentCompanySeniorSecurityIndebtednessAssetCoverageRatio" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_InvestmentCompanySeniorSecurityIndebtednessAssetCoverageRatio"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_InvestmentCompanySeniorSecurityIndebtednessAssetCoverageRatio" xlink:to="lab_us-gaap-supplement_InvestmentCompanySeniorSecurityIndebtednessAssetCoverageRatio" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NMKRLNLLCMember_6105c375-6ba2-4b75-8f8b-e7556223c386_terseLabel_en-US" xlink:label="lab_nmfc_NMKRLNLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM KRLN LLC</link:label>
    <link:label id="lab_nmfc_NMKRLNLLCMember_label_en-US" xlink:label="lab_nmfc_NMKRLNLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM KRLN LLC [Member]</link:label>
    <link:label id="lab_nmfc_NMKRLNLLCMember_documentation_en-US" xlink:label="lab_nmfc_NMKRLNLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NM KRLN LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NMKRLNLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_NMKRLNLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NMKRLNLLCMember" xlink:to="lab_nmfc_NMKRLNLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentManagementAgreementRealizedCapitalGainsMember_01cac71f-6e09-40bc-a675-b8f244270a66_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementRealizedCapitalGainsMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Realized capital gains</link:label>
    <link:label id="lab_nmfc_InvestmentManagementAgreementRealizedCapitalGainsMember_cebd4c6e-bd49-43fc-a013-3809df6cb3f1_verboseLabel_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementRealizedCapitalGainsMember" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Accrued capital gains incentive fees</link:label>
    <link:label id="lab_nmfc_InvestmentManagementAgreementRealizedCapitalGainsMember_label_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementRealizedCapitalGainsMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Management Agreement , Realized Capital Gains [Member]</link:label>
    <link:label id="lab_nmfc_InvestmentManagementAgreementRealizedCapitalGainsMember_documentation_en-US" xlink:label="lab_nmfc_InvestmentManagementAgreementRealizedCapitalGainsMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Management Agreement , Realized Capital Gains</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentManagementAgreementRealizedCapitalGainsMember" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentManagementAgreementRealizedCapitalGainsMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentManagementAgreementRealizedCapitalGainsMember" xlink:to="lab_nmfc_InvestmentManagementAgreementRealizedCapitalGainsMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_NetAssetValuePerShare_d5b76481-b8ce-4ec1-acad-95dda23fe4e4_terseLabel_en-US" xlink:label="lab_us-gaap_NetAssetValuePerShare" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net asset value per share of New Mountain Finance Corporation (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_NetAssetValuePerShare_2786b90a-b1fe-47fc-a73b-853eb9858c52_periodStartLabel_en-US" xlink:label="lab_us-gaap_NetAssetValuePerShare" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net asset value, beginning balance (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_NetAssetValuePerShare_1b41ccf3-d937-48ae-bf10-b5a682fccc95_periodEndLabel_en-US" xlink:label="lab_us-gaap_NetAssetValuePerShare" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net asset value, ending balance (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_NetAssetValuePerShare_label_en-US" xlink:label="lab_us-gaap_NetAssetValuePerShare" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net Asset Value Per Share</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetAssetValuePerShare" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_NetAssetValuePerShare"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetAssetValuePerShare" xlink:to="lab_us-gaap_NetAssetValuePerShare" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_EquitySecuritiesMember_3fc3076e-145a-479d-a616-3cd6ff3e168d_terseLabel_en-US" xlink:label="lab_us-gaap_EquitySecuritiesMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Equity</link:label>
    <link:label id="lab_us-gaap_EquitySecuritiesMember_label_en-US" xlink:label="lab_us-gaap_EquitySecuritiesMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Equity Securities [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EquitySecuritiesMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_EquitySecuritiesMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquitySecuritiesMember" xlink:to="lab_us-gaap_EquitySecuritiesMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_AtTheMarketOfferingMember_4557f117-0f23-468a-9e31-b6dc519d70eb_terseLabel_en-US" xlink:label="lab_nmfc_AtTheMarketOfferingMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">ATM Offering</link:label>
    <link:label id="lab_nmfc_AtTheMarketOfferingMember_label_en-US" xlink:label="lab_nmfc_AtTheMarketOfferingMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">At the Market Offering [Member]</link:label>
    <link:label id="lab_nmfc_AtTheMarketOfferingMember_documentation_en-US" xlink:label="lab_nmfc_AtTheMarketOfferingMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">At the Market Offering</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_AtTheMarketOfferingMember" xlink:href="nmfc-20230331.xsd#nmfc_AtTheMarketOfferingMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_AtTheMarketOfferingMember" xlink:to="lab_nmfc_AtTheMarketOfferingMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_InvestmentsExcludingDrawnRevolversMember_7e3c698c-f97c-44e2-92c7-b93bc530085b_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentsExcludingDrawnRevolversMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments excluding drawn revolvers</link:label>
    <link:label id="lab_nmfc_InvestmentsExcludingDrawnRevolversMember_label_en-US" xlink:label="lab_nmfc_InvestmentsExcludingDrawnRevolversMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments Excluding Drawn Revolvers [Member]</link:label>
    <link:label id="lab_nmfc_InvestmentsExcludingDrawnRevolversMember_documentation_en-US" xlink:label="lab_nmfc_InvestmentsExcludingDrawnRevolversMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments Excluding Drawn Revolvers</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentsExcludingDrawnRevolversMember" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentsExcludingDrawnRevolversMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentsExcludingDrawnRevolversMember" xlink:to="lab_nmfc_InvestmentsExcludingDrawnRevolversMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossRatio_c3545da2-21ba-426d-ae31-32c470924b59_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossRatio" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net investment income</link:label>
    <link:label id="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossRatio_label_en-US" xlink:label="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossRatio" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Investment Income (Loss) Ratio</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentCompanyInvestmentIncomeLossRatio" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentCompanyInvestmentIncomeLossRatio"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentCompanyInvestmentIncomeLossRatio" xlink:to="lab_us-gaap_InvestmentCompanyInvestmentIncomeLossRatio" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_MRISoftwareLLCMember_e6c10587-f533-4d98-bc05-5f4615198f90_terseLabel_en-US" xlink:label="lab_nmfc_MRISoftwareLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">MRI Software LLC</link:label>
    <link:label id="lab_nmfc_MRISoftwareLLCMember_label_en-US" xlink:label="lab_nmfc_MRISoftwareLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">MRI Software LLC [Member]</link:label>
    <link:label id="lab_nmfc_MRISoftwareLLCMember_documentation_en-US" xlink:label="lab_nmfc_MRISoftwareLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">MRI Software LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_MRISoftwareLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_MRISoftwareLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_MRISoftwareLLCMember" xlink:to="lab_nmfc_MRISoftwareLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NMFCSeniorLoanProgramIVLLCMember_92327829-77e2-43e0-896a-3eb14401c8a1_verboseLabel_en-US" xlink:label="lab_nmfc_NMFCSeniorLoanProgramIVLLCMember" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NMFC Senior Loan Program IV LLC</link:label>
    <link:label id="lab_nmfc_NMFCSeniorLoanProgramIVLLCMember_42c3ce2c-c8e5-40c2-98ea-a956a0a586e2_terseLabel_en-US" xlink:label="lab_nmfc_NMFCSeniorLoanProgramIVLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">SLP IV</link:label>
    <link:label id="lab_nmfc_NMFCSeniorLoanProgramIVLLCMember_label_en-US" xlink:label="lab_nmfc_NMFCSeniorLoanProgramIVLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NMFC Senior Loan Program IV&#160;LLC [Member]</link:label>
    <link:label id="lab_nmfc_NMFCSeniorLoanProgramIVLLCMember_documentation_en-US" xlink:label="lab_nmfc_NMFCSeniorLoanProgramIVLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NMFC Senior Loan Program IV&#160;LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NMFCSeniorLoanProgramIVLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_NMFCSeniorLoanProgramIVLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NMFCSeniorLoanProgramIVLLCMember" xlink:to="lab_nmfc_NMFCSeniorLoanProgramIVLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_FSWhiteWaterBorrowerLLCMember_f60f1ae9-a797-4747-a837-a2c781973336_terseLabel_en-US" xlink:label="lab_nmfc_FSWhiteWaterBorrowerLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">FS WhiteWater Borrower, LLC</link:label>
    <link:label id="lab_nmfc_FSWhiteWaterBorrowerLLCMember_label_en-US" xlink:label="lab_nmfc_FSWhiteWaterBorrowerLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">FS WhiteWater Borrower, LLC [Member]</link:label>
    <link:label id="lab_nmfc_FSWhiteWaterBorrowerLLCMember_documentation_en-US" xlink:label="lab_nmfc_FSWhiteWaterBorrowerLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">FS WhiteWater Borrower, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_FSWhiteWaterBorrowerLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_FSWhiteWaterBorrowerLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_FSWhiteWaterBorrowerLLCMember" xlink:to="lab_nmfc_FSWhiteWaterBorrowerLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentIncomeInvestmentExpense_6c37adb1-45e8-4ba0-b027-bbfd669c6814_totalLabel_en-US" xlink:label="lab_us-gaap_InvestmentIncomeInvestmentExpense" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Total expenses</link:label>
    <link:label id="lab_us-gaap_InvestmentIncomeInvestmentExpense_label_en-US" xlink:label="lab_us-gaap_InvestmentIncomeInvestmentExpense" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Income, Investment Expense</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentIncomeInvestmentExpense" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentIncomeInvestmentExpense"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentIncomeInvestmentExpense" xlink:to="lab_us-gaap_InvestmentIncomeInvestmentExpense" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_CardinalParentIncMember_6a189f8f-fb9a-45fe-9325-138d876daf2c_terseLabel_en-US" xlink:label="lab_nmfc_CardinalParentIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cardinal Parent, Inc.</link:label>
    <link:label id="lab_nmfc_CardinalParentIncMember_label_en-US" xlink:label="lab_nmfc_CardinalParentIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cardinal Parent, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_CardinalParentIncMember_documentation_en-US" xlink:label="lab_nmfc_CardinalParentIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cardinal Parent, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_CardinalParentIncMember" xlink:href="nmfc-20230331.xsd#nmfc_CardinalParentIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_CardinalParentIncMember" xlink:to="lab_nmfc_CardinalParentIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_VTTopcoIncMember_739eed12-7c85-4e55-b573-14c6da24984c_terseLabel_en-US" xlink:label="lab_nmfc_VTTopcoIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">VT Topco, Inc.</link:label>
    <link:label id="lab_nmfc_VTTopcoIncMember_label_en-US" xlink:label="lab_nmfc_VTTopcoIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">VT Topco, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_VTTopcoIncMember_documentation_en-US" xlink:label="lab_nmfc_VTTopcoIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">VT Topco, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_VTTopcoIncMember" xlink:href="nmfc-20230331.xsd#nmfc_VTTopcoIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_VTTopcoIncMember" xlink:to="lab_nmfc_VTTopcoIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_GuaranteedDebtUpfrontFees_21bb411d-5e94-4a01-b2ee-fe64836e2675_terseLabel_en-US" xlink:label="lab_nmfc_GuaranteedDebtUpfrontFees" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Upfront fees percentage</link:label>
    <link:label id="lab_nmfc_GuaranteedDebtUpfrontFees_label_en-US" xlink:label="lab_nmfc_GuaranteedDebtUpfrontFees" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Guaranteed Debt, Upfront Fees</link:label>
    <link:label id="lab_nmfc_GuaranteedDebtUpfrontFees_documentation_en-US" xlink:label="lab_nmfc_GuaranteedDebtUpfrontFees" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Guaranteed Debt, Upfront Fees</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_GuaranteedDebtUpfrontFees" xlink:href="nmfc-20230331.xsd#nmfc_GuaranteedDebtUpfrontFees"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_GuaranteedDebtUpfrontFees" xlink:to="lab_nmfc_GuaranteedDebtUpfrontFees" xlink:type="arc" order="1"/>
    <link:label id="lab_dei_EntityAddressAddressLine1_f32b7e5b-3a42-4f41-a804-d7a07c8ec362_terseLabel_en-US" xlink:label="lab_dei_EntityAddressAddressLine1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Entity Address, Address Line One</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressAddressLine1" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityAddressAddressLine1"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityAddressAddressLine1" xlink:to="lab_dei_EntityAddressAddressLine1" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesPeriodIncreaseDecrease_88eaf1e1-cd66-4a20-832e-788145cca5ab_totalLabel_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesPeriodIncreaseDecrease" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Net increase in shares outstanding (in shares)</link:label>
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesPeriodIncreaseDecrease_label_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesPeriodIncreaseDecrease" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Stock Issued During Period, Shares, Period Increase (Decrease)</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StockIssuedDuringPeriodSharesPeriodIncreaseDecrease" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StockIssuedDuringPeriodSharesPeriodIncreaseDecrease"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockIssuedDuringPeriodSharesPeriodIncreaseDecrease" xlink:to="lab_us-gaap_StockIssuedDuringPeriodSharesPeriodIncreaseDecrease" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_USD13000SBAGuaranteedDebenturesIssuedSeptember2017Member_eb369cef-a4ef-4470-bb93-6857b173b9c3_terseLabel_en-US" xlink:label="lab_nmfc_USD13000SBAGuaranteedDebenturesIssuedSeptember2017Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">$13,000 SBA-guaranteed debentures, Issued September 2017</link:label>
    <link:label id="lab_nmfc_USD13000SBAGuaranteedDebenturesIssuedSeptember2017Member_label_en-US" xlink:label="lab_nmfc_USD13000SBAGuaranteedDebenturesIssuedSeptember2017Member" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USD 13,000 SBA Guaranteed Debentures, Issued September 2017 [Member]</link:label>
    <link:label id="lab_nmfc_USD13000SBAGuaranteedDebenturesIssuedSeptember2017Member_documentation_en-US" xlink:label="lab_nmfc_USD13000SBAGuaranteedDebenturesIssuedSeptember2017Member" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">USD 13,000 SBA Guaranteed Debentures, Issued September 2017</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_USD13000SBAGuaranteedDebenturesIssuedSeptember2017Member" xlink:href="nmfc-20230331.xsd#nmfc_USD13000SBAGuaranteedDebenturesIssuedSeptember2017Member"/>
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    <link:label id="lab_us-gaap-supplement_TransportationSectorMember_e8d8a6bb-6c26-40ea-ab62-9684d3e0e992_terseLabel_en-US" xlink:label="lab_us-gaap-supplement_TransportationSectorMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Distribution &amp; Logistics</link:label>
    <link:label id="lab_us-gaap-supplement_TransportationSectorMember_label_en-US" xlink:label="lab_us-gaap-supplement_TransportationSectorMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Transportation Sector [Member]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap-supplement_TransportationSectorMember" xlink:href="https://xbrl.fasb.org/us-gaap/2022q3/us-gaap-sup-2022q3.xsd#us-gaap_TransportationSectorMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap-supplement_TransportationSectorMember" xlink:to="lab_us-gaap-supplement_TransportationSectorMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_ClassOfStockDomain_21b27d5b-58c4-4744-9189-384f122ab435_terseLabel_en-US" xlink:label="lab_us-gaap_ClassOfStockDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Class of Stock [Domain]</link:label>
    <link:label id="lab_us-gaap_ClassOfStockDomain_label_en-US" xlink:label="lab_us-gaap_ClassOfStockDomain" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Class of Stock [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ClassOfStockDomain" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ClassOfStockDomain"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ClassOfStockDomain" xlink:to="lab_us-gaap_ClassOfStockDomain" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_IGInvestmentsHoldingsLLCMember_596eb08c-c7cc-4b79-aa5e-7cab32cd288b_terseLabel_en-US" xlink:label="lab_nmfc_IGInvestmentsHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">IG Investments Holdings, LLC</link:label>
    <link:label id="lab_nmfc_IGInvestmentsHoldingsLLCMember_label_en-US" xlink:label="lab_nmfc_IGInvestmentsHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">IG Investments Holdings, LLC [Member]</link:label>
    <link:label id="lab_nmfc_IGInvestmentsHoldingsLLCMember_documentation_en-US" xlink:label="lab_nmfc_IGInvestmentsHoldingsLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">IG Investments Holdings, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_IGInvestmentsHoldingsLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_IGInvestmentsHoldingsLLCMember"/>
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    <link:label id="lab_us-gaap_FairValueDisclosuresAbstract_label_en-US" xlink:label="lab_us-gaap_FairValueDisclosuresAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fair Value Disclosures [Abstract]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueDisclosuresAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueDisclosuresAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueDisclosuresAbstract" xlink:to="lab_us-gaap_FairValueDisclosuresAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_PyeBarkerFireSafetyLLCMember_30f25490-9057-4ac6-afee-39b5ebfd6d61_terseLabel_en-US" xlink:label="lab_nmfc_PyeBarkerFireSafetyLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Pye-Barker Fire &amp; Safety, LLC</link:label>
    <link:label id="lab_nmfc_PyeBarkerFireSafetyLLCMember_label_en-US" xlink:label="lab_nmfc_PyeBarkerFireSafetyLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Pye-Barker Fire &amp; Safety, LLC [Member]</link:label>
    <link:label id="lab_nmfc_PyeBarkerFireSafetyLLCMember_documentation_en-US" xlink:label="lab_nmfc_PyeBarkerFireSafetyLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Pye-Barker Fire &amp; Safety, LLC</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_PyeBarkerFireSafetyLLCMember" xlink:href="nmfc-20230331.xsd#nmfc_PyeBarkerFireSafetyLLCMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_PyeBarkerFireSafetyLLCMember" xlink:to="lab_nmfc_PyeBarkerFireSafetyLLCMember" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_d2f182eb-fda7-4d83-966e-d5b4e2e8f614_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Maximum amount of borrowings available</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Line of Credit Facility, Remaining Borrowing Capacity</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity" xlink:to="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InterestExpense_747227ce-bcb9-445b-ab71-59554f0f286b_terseLabel_en-US" xlink:label="lab_us-gaap_InterestExpense" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest and other financing expenses</link:label>
    <link:label id="lab_us-gaap_InterestExpense_label_en-US" xlink:label="lab_us-gaap_InterestExpense" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Interest Expense</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InterestExpense" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InterestExpense"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InterestExpense" xlink:to="lab_us-gaap_InterestExpense" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_IncentiveFeeExpense_b2d900fd-8f88-4119-8c3e-638a5306f050_terseLabel_en-US" xlink:label="lab_us-gaap_IncentiveFeeExpense" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Incentive fee</link:label>
    <link:label id="lab_us-gaap_IncentiveFeeExpense_label_en-US" xlink:label="lab_us-gaap_IncentiveFeeExpense" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Incentive Fee Expense</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncentiveFeeExpense" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncentiveFeeExpense"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncentiveFeeExpense" xlink:to="lab_us-gaap_IncentiveFeeExpense" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_CreditFacilityAxis_0bbef463-bb4f-4236-b563-48e26f97c364_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Credit Facility [Axis]</link:label>
    <link:label id="lab_us-gaap_CreditFacilityAxis_label_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Credit Facility [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CreditFacilityAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CreditFacilityAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityAxis" xlink:to="lab_us-gaap_CreditFacilityAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NewBenevisHoldcoIncMember_104533fc-a682-421b-abc3-dc8c49bf006a_terseLabel_en-US" xlink:label="lab_nmfc_NewBenevisHoldcoIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Benevis Holdco, Inc.</link:label>
    <link:label id="lab_nmfc_NewBenevisHoldcoIncMember_label_en-US" xlink:label="lab_nmfc_NewBenevisHoldcoIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Benevis Holdco, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_NewBenevisHoldcoIncMember_documentation_en-US" xlink:label="lab_nmfc_NewBenevisHoldcoIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Benevis Holdco, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NewBenevisHoldcoIncMember" xlink:href="nmfc-20230331.xsd#nmfc_NewBenevisHoldcoIncMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NewBenevisHoldcoIncMember" xlink:to="lab_nmfc_NewBenevisHoldcoIncMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NMCCrimsonHoldingsIncMember_da5c719b-2788-4884-9eae-9fd10654f9c8_terseLabel_en-US" xlink:label="lab_nmfc_NMCCrimsonHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NMC Crimson Holdings, Inc.</link:label>
    <link:label id="lab_nmfc_NMCCrimsonHoldingsIncMember_label_en-US" xlink:label="lab_nmfc_NMCCrimsonHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NMC Crimson Holdings, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_NMCCrimsonHoldingsIncMember_documentation_en-US" xlink:label="lab_nmfc_NMCCrimsonHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NMC Crimson Holdings, Inc.</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NMCCrimsonHoldingsIncMember" xlink:href="nmfc-20230331.xsd#nmfc_NMCCrimsonHoldingsIncMember"/>
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    <link:label id="lab_us-gaap_InvestmentCompanyCapitalShareTransactionsStockIssuedAbstract_130b1607-2e69-4c39-a974-e032aae6daed_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyCapitalShareTransactionsStockIssuedAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Capital share activity</link:label>
    <link:label id="lab_us-gaap_InvestmentCompanyCapitalShareTransactionsStockIssuedAbstract_label_en-US" xlink:label="lab_us-gaap_InvestmentCompanyCapitalShareTransactionsStockIssuedAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Capital Share Transactions, Stock Issued [Abstract]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentCompanyCapitalShareTransactionsStockIssuedAbstract" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentCompanyCapitalShareTransactionsStockIssuedAbstract"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentCompanyCapitalShareTransactionsStockIssuedAbstract" xlink:to="lab_us-gaap_InvestmentCompanyCapitalShareTransactionsStockIssuedAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_GrossInvestmentIncomeOperating_6ffb4339-62c6-4813-9ea9-1a8d6074e860_totalLabel_en-US" xlink:label="lab_us-gaap_GrossInvestmentIncomeOperating" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Total investment income</link:label>
    <link:label id="lab_us-gaap_GrossInvestmentIncomeOperating_label_en-US" xlink:label="lab_us-gaap_GrossInvestmentIncomeOperating" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Gross Investment Income, Operating</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GrossInvestmentIncomeOperating" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_GrossInvestmentIncomeOperating"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_GrossInvestmentIncomeOperating" xlink:to="lab_us-gaap_GrossInvestmentIncomeOperating" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_InvestmentCompanyFinancialHighlightsTable_e44c6319-e2ee-4596-a6ac-a34baa379cea_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentCompanyFinancialHighlightsTable" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Financial Highlights [Table]</link:label>
    <link:label id="lab_us-gaap_InvestmentCompanyFinancialHighlightsTable_label_en-US" xlink:label="lab_us-gaap_InvestmentCompanyFinancialHighlightsTable" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Company, Financial Highlights [Table]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentCompanyFinancialHighlightsTable" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InvestmentCompanyFinancialHighlightsTable"/>
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    <link:label id="lab_us-gaap_ScheduleOfDebtInstrumentsTextBlock_c9cf0e46-5018-4d97-8dc8-290d56e55724_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfDebtInstrumentsTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Schedule of Information Related to Borrowings</link:label>
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    <link:label id="lab_nmfc_TennesseeBidcoLimitedMember_688b8ce7-68b6-4720-9796-3c7111214004_terseLabel_en-US" xlink:label="lab_nmfc_TennesseeBidcoLimitedMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Tennessee Bidco Limited</link:label>
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    <link:label id="lab_nmfc_FortisSolutionsGroupLLCMember_84d59bb1-454d-48ec-ac4d-6a25c61c6bc2_terseLabel_en-US" xlink:label="lab_nmfc_FortisSolutionsGroupLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Fortis Solutions Group, LLC</link:label>
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    <link:label id="lab_nmfc_InvestmentFundsIncludingInvestmentsInJointVenturesMember_52e5f5cf-dac9-4567-9c56-06583273ba43_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentFundsIncludingInvestmentsInJointVenturesMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investment Funds (includes investments in joint ventures)</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentFundsIncludingInvestmentsInJointVenturesMember" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentFundsIncludingInvestmentsInJointVenturesMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_InvestmentFundsIncludingInvestmentsInJointVenturesMember" xlink:to="lab_nmfc_InvestmentFundsIncludingInvestmentsInJointVenturesMember" xlink:type="arc" order="1"/>
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    <link:label id="lab_us-gaap_LineOfCreditFacilityCommitmentFeeAmount_23f467e8-cc77-4629-976a-5fc7b82efd46_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityCommitmentFeeAmount" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Non-usage fee</link:label>
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    <link:label id="lab_us-gaap_InvestmentOwnedAtCost_f3b49702-4950-438e-a6d7-969b72c31a18_verboseLabel_en-US" xlink:label="lab_us-gaap_InvestmentOwnedAtCost" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Investments, cost</link:label>
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    <link:label id="lab_us-gaap_InvestmentOwnedAtCost_7a13002d-3c4f-422a-8e70-35f9b289d468_netLabel_en-US" xlink:label="lab_us-gaap_InvestmentOwnedAtCost" xlink:role="http://www.xbrl.org/2009/role/netLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cost basis</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentOwnedAtCost" xlink:to="lab_us-gaap_InvestmentOwnedAtCost" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_SkyKnightIncomeAlphaLLCMember_75a7fb15-780a-490f-b6af-29d129399790_terseLabel_en-US" xlink:label="lab_nmfc_SkyKnightIncomeAlphaLLCMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">SkyKnight Alpha</link:label>
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    <link:label id="lab_dei_EntityCentralIndexKey_43568655-5249-4bfa-8cea-cacf8ca02fe7_terseLabel_en-US" xlink:label="lab_dei_EntityCentralIndexKey" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Entity Central Index Key</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityCentralIndexKey" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityCentralIndexKey"/>
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    <link:label id="lab_nmfc_LondonInterbankOfferedRateLIBOROrSterlingOvernightInterbankAverageRateSONIAOrEuroInterbankOfferedRateEURIBORMember_f3015508-f37b-4239-a392-69df8804f90b_terseLabel_en-US" xlink:label="lab_nmfc_LondonInterbankOfferedRateLIBOROrSterlingOvernightInterbankAverageRateSONIAOrEuroInterbankOfferedRateEURIBORMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">LIBOR, SONIA or EURIBOR</link:label>
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    <link:label id="lab_us-gaap_MeasurementInputTypeAxis_18b6385c-7780-4ea6-84bb-9c113630a865_terseLabel_en-US" xlink:label="lab_us-gaap_MeasurementInputTypeAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Measurement Input Type [Axis]</link:label>
    <link:label id="lab_us-gaap_MeasurementInputTypeAxis_label_en-US" xlink:label="lab_us-gaap_MeasurementInputTypeAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Measurement Input Type [Axis]</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MeasurementInputTypeAxis" xlink:to="lab_us-gaap_MeasurementInputTypeAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_dei_EntityDomain_9390580d-bdfc-44b4-b29c-7afc8a7342b9_terseLabel_en-US" xlink:label="lab_dei_EntityDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Entity [Domain]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityDomain" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityDomain"/>
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    <link:label id="lab_nmfc_StrainOnBankingSystemMember_label_en-US" xlink:label="lab_nmfc_StrainOnBankingSystemMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Strain On Banking System [Member]</link:label>
    <link:label id="lab_nmfc_StrainOnBankingSystemMember_documentation_en-US" xlink:label="lab_nmfc_StrainOnBankingSystemMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Strain On Banking System</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_StrainOnBankingSystemMember" xlink:href="nmfc-20230331.xsd#nmfc_StrainOnBankingSystemMember"/>
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    <link:label id="lab_nmfc_ManagementAndServiceFeesIncentiveRateNumberOfComponents_42f5e670-8bf0-4bcf-b4c3-0001a5790156_terseLabel_en-US" xlink:label="lab_nmfc_ManagementAndServiceFeesIncentiveRateNumberOfComponents" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Number of incentive fee components</link:label>
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    <link:label id="lab_nmfc_ManagementAndServiceFeesIncentiveRateNumberOfComponents_documentation_en-US" xlink:label="lab_nmfc_ManagementAndServiceFeesIncentiveRateNumberOfComponents" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Management And Service Fees, Incentive Rate, Number Of Components</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_ManagementAndServiceFeesIncentiveRateNumberOfComponents" xlink:href="nmfc-20230331.xsd#nmfc_ManagementAndServiceFeesIncentiveRateNumberOfComponents"/>
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    <link:label id="lab_dei_CityAreaCode_683a139c-a7e8-48a1-96ae-f815b8520d8d_terseLabel_en-US" xlink:label="lab_dei_CityAreaCode" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">City Area Code</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_dei_CityAreaCode" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_CityAreaCode"/>
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    <link:label id="lab_nmfc_UnsecuredNotesEffectiveJanuary2021Member_507ff5fa-678c-4f79-b2e4-de4d60fed579_terseLabel_en-US" xlink:label="lab_nmfc_UnsecuredNotesEffectiveJanuary2021Member" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">2021A Unsecured Notes</link:label>
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    <link:label id="lab_us-gaap_AssetsAbstract_2168b586-cde4-4745-a560-0a8f126ba1b2_terseLabel_en-US" xlink:label="lab_us-gaap_AssetsAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Assets</link:label>
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    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsAbstract" xlink:to="lab_us-gaap_AssetsAbstract" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_AverageNetAssets_461a4404-81ab-44b6-ae33-d32b0fec1b81_terseLabel_en-US" xlink:label="lab_nmfc_AverageNetAssets" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Average net assets for the period</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_nmfc_AverageNetAssets" xlink:href="nmfc-20230331.xsd#nmfc_AverageNetAssets"/>
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    <link:label id="lab_us-gaap_LongtermDebtTypeDomain_e0045e28-31eb-4f57-a91e-4a8f2cdb78e6_terseLabel_en-US" xlink:label="lab_us-gaap_LongtermDebtTypeDomain" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Long-Term Debt, Type [Domain]</link:label>
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    <link:label id="lab_nmfc_SyndigoLLCMember_label_en-US" xlink:label="lab_nmfc_SyndigoLLCMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Syndigo LLC [Member]</link:label>
    <link:label id="lab_nmfc_SyndigoLLCMember_documentation_en-US" xlink:label="lab_nmfc_SyndigoLLCMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Syndigo LLC</link:label>
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    <link:label id="lab_nmfc_ICIMSIncMember_0fc3cb27-ca7f-451c-9d3e-bdab88856bfc_terseLabel_en-US" xlink:label="lab_nmfc_ICIMSIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">iCIMS, Inc.</link:label>
    <link:label id="lab_nmfc_ICIMSIncMember_label_en-US" xlink:label="lab_nmfc_ICIMSIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">iCIMS, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_ICIMSIncMember_documentation_en-US" xlink:label="lab_nmfc_ICIMSIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">iCIMS, Inc.</link:label>
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    <link:label id="lab_us-gaap_OtherCommitmentsLineItems_7859e13a-196c-41d6-a999-7ee2d399a8be_terseLabel_en-US" xlink:label="lab_us-gaap_OtherCommitmentsLineItems" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other Commitments [Line Items]</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherCommitmentsLineItems" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OtherCommitmentsLineItems"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherCommitmentsLineItems" xlink:to="lab_us-gaap_OtherCommitmentsLineItems" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_StatementOfStockholdersEquityAbstract_label_en-US" xlink:label="lab_us-gaap_StatementOfStockholdersEquityAbstract" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Statement of Stockholders' Equity [Abstract]</link:label>
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    <link:label id="lab_us-gaap_SubsidiarySaleOfStockAxis_7022688e-2182-4500-a4f2-4a243ec6712c_terseLabel_en-US" xlink:label="lab_us-gaap_SubsidiarySaleOfStockAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale of Stock [Axis]</link:label>
    <link:label id="lab_us-gaap_SubsidiarySaleOfStockAxis_label_en-US" xlink:label="lab_us-gaap_SubsidiarySaleOfStockAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Sale of Stock [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SubsidiarySaleOfStockAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SubsidiarySaleOfStockAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SubsidiarySaleOfStockAxis" xlink:to="lab_us-gaap_SubsidiarySaleOfStockAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_3619b04b-3bfe-4e6b-beaa-c7caf38a2f05_periodStartLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Beginning balance</link:label>
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    <link:label id="lab_us-gaap_DividendsAxis_f25bab9c-6465-45c2-965b-dc7e845524a6_terseLabel_en-US" xlink:label="lab_us-gaap_DividendsAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Dividends [Axis]</link:label>
    <link:label id="lab_us-gaap_DividendsAxis_label_en-US" xlink:label="lab_us-gaap_DividendsAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Dividends [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DividendsAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_DividendsAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DividendsAxis" xlink:to="lab_us-gaap_DividendsAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DrawnRevolversMember_165f152a-1503-4e6b-8988-e72ba091d78b_terseLabel_en-US" xlink:label="lab_nmfc_DrawnRevolversMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Drawn revolvers</link:label>
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    <link:label id="lab_nmfc_DrawnRevolversMember_documentation_en-US" xlink:label="lab_nmfc_DrawnRevolversMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Drawn Revolvers</link:label>
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    <link:label id="lab_nmfc_NewMountainNetLeaseCorporationMember_7e3366f4-5efa-4453-972c-5d5861a99c14_terseLabel_en-US" xlink:label="lab_nmfc_NewMountainNetLeaseCorporationMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Mountain Net Lease Corporation</link:label>
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    <link:label id="lab_nmfc_NewMountainNetLeaseCorporationMember_label_en-US" xlink:label="lab_nmfc_NewMountainNetLeaseCorporationMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Mountain Net Lease Corporation [Member]</link:label>
    <link:label id="lab_nmfc_NewMountainNetLeaseCorporationMember_documentation_en-US" xlink:label="lab_nmfc_NewMountainNetLeaseCorporationMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">New Mountain Net Lease Corporation</link:label>
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    <link:label id="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_176de3f0-24e6-4698-8406-73e74d20728b_terseLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Cash flows from financing activities</link:label>
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    <link:label id="lab_us-gaap_FairValueByAssetClassAxis_810d890f-837e-487d-af13-7ebc4af20e64_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueByAssetClassAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Asset Class [Axis]</link:label>
    <link:label id="lab_us-gaap_FairValueByAssetClassAxis_label_en-US" xlink:label="lab_us-gaap_FairValueByAssetClassAxis" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Asset Class [Axis]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FairValueByAssetClassAxis" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FairValueByAssetClassAxis"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueByAssetClassAxis" xlink:to="lab_us-gaap_FairValueByAssetClassAxis" xlink:type="arc" order="1"/>
    <link:label id="lab_us-gaap_EarningsPerSharePolicyTextBlock_5755c8dd-e1be-4c18-b815-8e37b39bc45d_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerSharePolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Earnings per share</link:label>
    <link:label id="lab_us-gaap_EarningsPerSharePolicyTextBlock_label_en-US" xlink:label="lab_us-gaap_EarningsPerSharePolicyTextBlock" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Earnings Per Share, Policy [Policy Text Block]</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EarningsPerSharePolicyTextBlock" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_EarningsPerSharePolicyTextBlock"/>
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    <link:label id="lab_nmfc_CHAHoldingsIncMember_05bec405-9ad4-4449-8563-9a8e2ea24f69_terseLabel_en-US" xlink:label="lab_nmfc_CHAHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">CHA Holdings, Inc.</link:label>
    <link:label id="lab_nmfc_CHAHoldingsIncMember_label_en-US" xlink:label="lab_nmfc_CHAHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">CHA Holdings, Inc. [Member]</link:label>
    <link:label id="lab_nmfc_CHAHoldingsIncMember_documentation_en-US" xlink:label="lab_nmfc_CHAHoldingsIncMember" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">CHA Holdings, Inc.</link:label>
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    <link:label id="lab_us-gaap_VariableRateAxis_4286e966-efb1-4410-b0b9-400f2610d974_terseLabel_en-US" xlink:label="lab_us-gaap_VariableRateAxis" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Variable Rate [Axis]</link:label>
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    <link:label id="lab_nmfc_InvestmentCompanyRatioToAverageNetAssetsAbstract_61144545-daad-47ab-8081-83eaa44fc80a_terseLabel_en-US" xlink:label="lab_nmfc_InvestmentCompanyRatioToAverageNetAssetsAbstract" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Ratio to average net assets:</link:label>
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    <link:loc xlink:type="locator" xlink:label="loc_nmfc_InvestmentCompanyRatioToAverageNetAssetsAbstract" xlink:href="nmfc-20230331.xsd#nmfc_InvestmentCompanyRatioToAverageNetAssetsAbstract"/>
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    <link:label id="lab_us-gaap_IncreaseDecreaseInOtherOperatingLiabilities_c43e7037-4bfa-48ae-aa4b-bbf3e79b7b6f_terseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInOtherOperatingLiabilities" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Other liabilities</link:label>
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