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<!--XBRL Document Created with the Workiva Platform-->
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<link:linkbase xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.xbrl.org/2003/linkbase http://www.xbrl.org/2003/xbrl-linkbase-2003-12-31.xsd">
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  <link:roleRef roleURI="http://www.xbrl.org/2009/role/netLabel" xlink:type="simple" xlink:href="http://www.xbrl.org/lrr/role/net-2009-12-16.xsd#netLabel"/>
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedNetLabel" xlink:type="simple" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedNetLabel"/>
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="simple" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedTerseLabel"/>
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedPeriodEndLabel" xlink:type="simple" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedPeriodEndLabel"/>
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="simple" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedLabel"/>
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedTotalLabel" xlink:type="simple" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedTotalLabel"/>
  <link:labelLink xlink:role="http://www.xbrl.org/2003/role/link" xlink:type="extended">
    <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-20240126.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_nmfc_RisingInterestRateRiskMember_label_en-US" xlink:label="lab_nmfc_RisingInterestRateRiskMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Rising Interest Rate Risk [Member]</link:label>
    <link:label id="lab_nmfc_RisingInterestRateRiskMember_documentation_en-US" xlink:label="lab_nmfc_RisingInterestRateRiskMember" 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">Rising Interest Rate Risk</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_RisingInterestRateRiskMember" xlink:href="nmfc-20240126.xsd#nmfc_RisingInterestRateRiskMember"/>
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    <link:label id="lab_nmfc_NoteRedemptionInterestRateRiskMember_label_en-US" xlink:label="lab_nmfc_NoteRedemptionInterestRateRiskMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Note Redemption Interest Rate Risk [Member]</link:label>
    <link:label id="lab_nmfc_NoteRedemptionInterestRateRiskMember_documentation_en-US" xlink:label="lab_nmfc_NoteRedemptionInterestRateRiskMember" 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">Note Redemption Interest Rate Risk</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NoteRedemptionInterestRateRiskMember" xlink:href="nmfc-20240126.xsd#nmfc_NoteRedemptionInterestRateRiskMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NoteRedemptionInterestRateRiskMember" xlink:to="lab_nmfc_NoteRedemptionInterestRateRiskMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_LeverageRiskMember_label_en-US" xlink:label="lab_nmfc_LeverageRiskMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Leverage Risk [Member]</link:label>
    <link:label id="lab_nmfc_LeverageRiskMember_documentation_en-US" xlink:label="lab_nmfc_LeverageRiskMember" 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">Leverage Risk</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_LeverageRiskMember" xlink:href="nmfc-20240126.xsd#nmfc_LeverageRiskMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_LeverageRiskMember" xlink:to="lab_nmfc_LeverageRiskMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DBCreditFacilityMember_label_en-US" xlink:label="lab_nmfc_DBCreditFacilityMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">DB Credit Facility [Member]</link:label>
    <link:label id="lab_nmfc_DBCreditFacilityMember_documentation_en-US" xlink:label="lab_nmfc_DBCreditFacilityMember" 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">DB Credit Facility</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DBCreditFacilityMember" xlink:href="nmfc-20240126.xsd#nmfc_DBCreditFacilityMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DBCreditFacilityMember" xlink:to="lab_nmfc_DBCreditFacilityMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NoExistingTradingMarketForTheNotesRiskMember_label_en-US" xlink:label="lab_nmfc_NoExistingTradingMarketForTheNotesRiskMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">No Existing Trading Market For The Notes Risk [Member]</link:label>
    <link:label id="lab_nmfc_NoExistingTradingMarketForTheNotesRiskMember_documentation_en-US" xlink:label="lab_nmfc_NoExistingTradingMarketForTheNotesRiskMember" 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">No Existing Trading Market For The Notes Risk</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NoExistingTradingMarketForTheNotesRiskMember" xlink:href="nmfc-20240126.xsd#nmfc_NoExistingTradingMarketForTheNotesRiskMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NoExistingTradingMarketForTheNotesRiskMember" xlink:to="lab_nmfc_NoExistingTradingMarketForTheNotesRiskMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NMNLCCreditFacilityIIMember_label_en-US" xlink:label="lab_nmfc_NMNLCCreditFacilityIIMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">NMNLC Credit Facility II [Member]</link:label>
    <link:label id="lab_nmfc_NMNLCCreditFacilityIIMember_documentation_en-US" xlink:label="lab_nmfc_NMNLCCreditFacilityIIMember" 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">NMNLC Credit Facility II</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NMNLCCreditFacilityIIMember" xlink:href="nmfc-20240126.xsd#nmfc_NMNLCCreditFacilityIIMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NMNLCCreditFacilityIIMember" xlink:to="lab_nmfc_NMNLCCreditFacilityIIMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_MaterialLimitationsWithMakingAvailablePreliminaryEstimatesMember_label_en-US" xlink:label="lab_nmfc_MaterialLimitationsWithMakingAvailablePreliminaryEstimatesMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Material Limitations With Making Available Preliminary Estimates [Member]</link:label>
    <link:label id="lab_nmfc_MaterialLimitationsWithMakingAvailablePreliminaryEstimatesMember_documentation_en-US" xlink:label="lab_nmfc_MaterialLimitationsWithMakingAvailablePreliminaryEstimatesMember" 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">Material Limitations With Making Available Preliminary Estimates</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_MaterialLimitationsWithMakingAvailablePreliminaryEstimatesMember" xlink:href="nmfc-20240126.xsd#nmfc_MaterialLimitationsWithMakingAvailablePreliminaryEstimatesMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_MaterialLimitationsWithMakingAvailablePreliminaryEstimatesMember" xlink:to="lab_nmfc_MaterialLimitationsWithMakingAvailablePreliminaryEstimatesMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_UnsecuredNotesMember_label_en-US" xlink:label="lab_nmfc_UnsecuredNotesMember" xlink: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 [Member]</link:label>
    <link:label id="lab_nmfc_UnsecuredNotesMember_documentation_en-US" xlink:label="lab_nmfc_UnsecuredNotesMember" 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</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_UnsecuredNotesMember" xlink:href="nmfc-20240126.xsd#nmfc_UnsecuredNotesMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_UnsecuredNotesMember" xlink:to="lab_nmfc_UnsecuredNotesMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DefaultOnOurObligationsRiskMember_label_en-US" xlink:label="lab_nmfc_DefaultOnOurObligationsRiskMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Default On Our Obligations Risk [Member]</link:label>
    <link:label id="lab_nmfc_DefaultOnOurObligationsRiskMember_documentation_en-US" xlink:label="lab_nmfc_DefaultOnOurObligationsRiskMember" 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">Default On Our Obligations Risk</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DefaultOnOurObligationsRiskMember" xlink:href="nmfc-20240126.xsd#nmfc_DefaultOnOurObligationsRiskMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DefaultOnOurObligationsRiskMember" xlink:to="lab_nmfc_DefaultOnOurObligationsRiskMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_NMFCCreditFacilityMember_label_en-US" xlink:label="lab_nmfc_NMFCCreditFacilityMember" xlink: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 Credit Facility [Member]</link:label>
    <link:label id="lab_nmfc_NMFCCreditFacilityMember_documentation_en-US" xlink:label="lab_nmfc_NMFCCreditFacilityMember" 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 Credit Facility</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_NMFCCreditFacilityMember" xlink:href="nmfc-20240126.xsd#nmfc_NMFCCreditFacilityMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_NMFCCreditFacilityMember" xlink:to="lab_nmfc_NMFCCreditFacilityMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_TheNotesWillBeUnsecuredRiskMember_label_en-US" xlink:label="lab_nmfc_TheNotesWillBeUnsecuredRiskMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">The Notes Will Be Unsecured Risk [Member]</link:label>
    <link:label id="lab_nmfc_TheNotesWillBeUnsecuredRiskMember_documentation_en-US" xlink:label="lab_nmfc_TheNotesWillBeUnsecuredRiskMember" 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">The Notes Will Be Unsecured Risk</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_TheNotesWillBeUnsecuredRiskMember" xlink:href="nmfc-20240126.xsd#nmfc_TheNotesWillBeUnsecuredRiskMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_TheNotesWillBeUnsecuredRiskMember" xlink:to="lab_nmfc_TheNotesWillBeUnsecuredRiskMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_DowngradeSuspensionOrWithdrawalOfTheCreditRatingRiskMember_label_en-US" xlink:label="lab_nmfc_DowngradeSuspensionOrWithdrawalOfTheCreditRatingRiskMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">Downgrade, Suspension Or Withdrawal Of The Credit Rating Risk [Member]</link:label>
    <link:label id="lab_nmfc_DowngradeSuspensionOrWithdrawalOfTheCreditRatingRiskMember_documentation_en-US" xlink:label="lab_nmfc_DowngradeSuspensionOrWithdrawalOfTheCreditRatingRiskMember" 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">Downgrade, Suspension Or Withdrawal Of The Credit Rating Risk</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_DowngradeSuspensionOrWithdrawalOfTheCreditRatingRiskMember" xlink:href="nmfc-20240126.xsd#nmfc_DowngradeSuspensionOrWithdrawalOfTheCreditRatingRiskMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_DowngradeSuspensionOrWithdrawalOfTheCreditRatingRiskMember" xlink:to="lab_nmfc_DowngradeSuspensionOrWithdrawalOfTheCreditRatingRiskMember" xlink:type="arc" order="1"/>
    <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/2023/elts/us-gaap-2023.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_TheNotesWillBeStructurallySubordinatedToTheIndebtednessRiskMember_label_en-US" xlink:label="lab_nmfc_TheNotesWillBeStructurallySubordinatedToTheIndebtednessRiskMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">The Notes Will Be Structurally Subordinated To The Indebtedness Risk [Member]</link:label>
    <link:label id="lab_nmfc_TheNotesWillBeStructurallySubordinatedToTheIndebtednessRiskMember_documentation_en-US" xlink:label="lab_nmfc_TheNotesWillBeStructurallySubordinatedToTheIndebtednessRiskMember" 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">The Notes Will Be Structurally Subordinated To The Indebtedness Risk</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_TheNotesWillBeStructurallySubordinatedToTheIndebtednessRiskMember" xlink:href="nmfc-20240126.xsd#nmfc_TheNotesWillBeStructurallySubordinatedToTheIndebtednessRiskMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_TheNotesWillBeStructurallySubordinatedToTheIndebtednessRiskMember" xlink:to="lab_nmfc_TheNotesWillBeStructurallySubordinatedToTheIndebtednessRiskMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_A2022ConvertibleNotesMember_label_en-US" xlink:label="lab_nmfc_A2022ConvertibleNotesMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">2022 Convertible Notes [Member]</link:label>
    <link:label id="lab_nmfc_A2022ConvertibleNotesMember_documentation_en-US" xlink:label="lab_nmfc_A2022ConvertibleNotesMember" 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">2022 Convertible Notes</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_A2022ConvertibleNotesMember" xlink:href="nmfc-20240126.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_nmfc_SBAGuaranteedDebenturesMember_label_en-US" xlink:label="lab_nmfc_SBAGuaranteedDebenturesMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">SBA guaranteed debentures [Member]</link:label>
    <link:label id="lab_nmfc_SBAGuaranteedDebenturesMember_documentation_en-US" xlink:label="lab_nmfc_SBAGuaranteedDebenturesMember" 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">SBA guaranteed debentures</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_SBAGuaranteedDebenturesMember" xlink:href="nmfc-20240126.xsd#nmfc_SBAGuaranteedDebenturesMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_SBAGuaranteedDebenturesMember" xlink:to="lab_nmfc_SBAGuaranteedDebenturesMember" xlink:type="arc" order="1"/>
    <link:label id="lab_nmfc_TheNotesContainLimitedProtectionRiskMember_label_en-US" xlink:label="lab_nmfc_TheNotesContainLimitedProtectionRiskMember" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xmlns:xml="http://www.w3.org/XML/1998/namespace" xml:lang="en-US">The Notes Contain Limited Protection Risk [Member]</link:label>
    <link:label id="lab_nmfc_TheNotesContainLimitedProtectionRiskMember_documentation_en-US" xlink:label="lab_nmfc_TheNotesContainLimitedProtectionRiskMember" 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">The Notes Contain Limited Protection Risk</link:label>
    <link:loc xlink:type="locator" xlink:label="loc_nmfc_TheNotesContainLimitedProtectionRiskMember" xlink:href="nmfc-20240126.xsd#nmfc_TheNotesContainLimitedProtectionRiskMember"/>
    <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmfc_TheNotesContainLimitedProtectionRiskMember" xlink:to="lab_nmfc_TheNotesContainLimitedProtectionRiskMember" xlink:type="arc" order="1"/>
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