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sub:assertion {
  <https://doi.org/10.48550/arXiv.2403.07311> dct:title "Knowledge Graph Large Language Model (KG-LLM) for Link Prediction";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#KgLlmFramework>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#Analogy>,
      <https://neverblink.eu/ontologies/llm-kg/methods#CompleX>, <https://neverblink.eu/ontologies/llm-kg/methods#ConGlr>,
      <https://neverblink.eu/ontologies/llm-kg/methods#ConvRot>, <https://neverblink.eu/ontologies/llm-kg/methods#DistMult>,
      <https://neverblink.eu/ontologies/llm-kg/methods#GraphEdit>, <https://neverblink.eu/ontologies/llm-kg/methods#InstructGraph>,
      <https://neverblink.eu/ontologies/llm-kg/methods#KgLlmAblationFramework>, <https://neverblink.eu/ontologies/llm-kg/methods#MuseGraph>,
      <https://neverblink.eu/ontologies/llm-kg/methods#Rescal>, <https://neverblink.eu/ontologies/llm-kg/methods#TransE>,
      <https://neverblink.eu/ontologies/llm-kg/methods#WsGat>;
    a prov:Entity .
  
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    rdfs:label "CompleX" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ConGlr> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "ConGLR" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ConvRot> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "ConvRot" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#DistMult> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "DistMult" .
  
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    rdfs:label "GraphEdit" .
  
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    rdfs:label "InstructGraph" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KgLlmAblationFramework> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "KG-LLM (ablation) framework" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KgLlmFramework> dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGCompletion>;
    a <http://purl.org/spar/fabio/Workflow>;
    rdfs:comment "The KG-LLM framework is a novel method that converts structured knowledge graph paths into natural language Chain-of-Thought (CoT) prompts. These prompts are then used to instruction fine-tune Large Language Models (LLMs) and integrate In-Context Learning (ICL) for enhancing multi-hop link and relation prediction in KGs. This method leverages LLMs to improve knowledge graph completion tasks.";
    rdfs:label "Knowledge Graph Large Language Model (KG-LLM) Framework";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#MuseGraph> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "MuseGraph" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Rescal> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "RESCAL" .
  
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    rdfs:label "TransE" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#WsGat> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "wsGAT" .
}

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