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sub:assertion {
   <https://doi.org/10.48550/arXiv.2601.19447> dct:title "KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking" ;
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#KgCraft> ;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#CoGatElectra> , <https://neverblink.eu/ontologies/llm-kg/methods#CofCed> , <https://neverblink.eu/ontologies/llm-kg/methods#Defend> , <https://neverblink.eu/ontologies/llm-kg/methods#FactlLaMA> , <https://neverblink.eu/ontologies/llm-kg/methods#FactlLaMAKnow> , <https://neverblink.eu/ontologies/llm-kg/methods#GenFe> , <https://neverblink.eu/ontologies/llm-kg/methods#GenFeMt> , <https://neverblink.eu/ontologies/llm-kg/methods#GraphCheck> , <https://neverblink.eu/ontologies/llm-kg/methods#GraphFc> , <https://neverblink.eu/ontologies/llm-kg/methods#LDefense> , <https://neverblink.eu/ontologies/llm-kg/methods#MlaRoberta> , <https://neverblink.eu/ontologies/llm-kg/methods#Multivers> , <https://neverblink.eu/ontologies/llm-kg/methods#Pacar> , <https://neverblink.eu/ontologies/llm-kg/methods#ProgramFc> , <https://neverblink.eu/ontologies/llm-kg/methods#SbertFc> ;
    a prov:Entity .
  <https://neverblink.eu/ontologies/llm-kg/methods#CoGatElectra> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "CO-GAT (ELECTRA)" .
  <https://neverblink.eu/ontologies/llm-kg/methods#CofCed> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "CofCED" .
  <https://neverblink.eu/ontologies/llm-kg/methods#Defend> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "dEFEND" .
  <https://neverblink.eu/ontologies/llm-kg/methods#FactlLaMA> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "FactL-LaMA" .
  <https://neverblink.eu/ontologies/llm-kg/methods#FactlLaMAKnow> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "FactL-LaMA know" .
  <https://neverblink.eu/ontologies/llm-kg/methods#GenFe> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "GenFE" .
  <https://neverblink.eu/ontologies/llm-kg/methods#GenFeMt> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "GenFE-MT" .
  <https://neverblink.eu/ontologies/llm-kg/methods#GraphCheck> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "GraphCheck" .
  <https://neverblink.eu/ontologies/llm-kg/methods#GraphFc> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "GraphFC" .
  <https://neverblink.eu/ontologies/llm-kg/methods#KgCraft> dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInference> ;
    a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:comment "KG-CRAFT is a novel method that leverages knowledge graphs to formulate structured contrastive questions. These KG-derived questions guide LLMs during the inference stage of fact-checking, improving their ability to assess claim veracity by providing distilled, evidence-based summaries. The primary goal is to enhance the LLM's performance in automated fact-checking through structured reasoning based on KG information." ;
    rdfs:label "KG-CRAFT" ;
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#KGEnhancedLLM> .
  <https://neverblink.eu/ontologies/llm-kg/methods#LDefense> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "L-Defense" .
  <https://neverblink.eu/ontologies/llm-kg/methods#MlaRoberta> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "MLA (RoBERTa)" .
  <https://neverblink.eu/ontologies/llm-kg/methods#Multivers> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "MULTIVERS" .
  <https://neverblink.eu/ontologies/llm-kg/methods#Pacar> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "PACAR" .
  <https://neverblink.eu/ontologies/llm-kg/methods#ProgramFc> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "Pro-gramFC" .
  <https://neverblink.eu/ontologies/llm-kg/methods#SbertFc> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "SBERT-FC" .
}
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