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sub:assertion {
   <https://doi.org/10.48550/arXiv.2402.15048> dct:title "Unlocking the Power of Large Language Models for Entity Alignment" ;
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#ChatEA> ;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#AlignE> , <https://neverblink.eu/ontologies/llm-kg/methods#AttrGNN> , <https://neverblink.eu/ontologies/llm-kg/methods#BERTINT> , <https://neverblink.eu/ontologies/llm-kg/methods#BootEA> , <https://neverblink.eu/ontologies/llm-kg/methods#DualAMN> , <https://neverblink.eu/ontologies/llm-kg/methods#Fualign> , <https://neverblink.eu/ontologies/llm-kg/methods#GCNAlign> , <https://neverblink.eu/ontologies/llm-kg/methods#MTransE> , <https://neverblink.eu/ontologies/llm-kg/methods#RDGCN> , <https://neverblink.eu/ontologies/llm-kg/methods#SDEA> , <https://neverblink.eu/ontologies/llm-kg/methods#STEA> , <https://neverblink.eu/ontologies/llm-kg/methods#SimpleHHEA> , <https://neverblink.eu/ontologies/llm-kg/methods#TEA> , <https://neverblink.eu/ontologies/llm-kg/methods#TEAGNN> , <https://neverblink.eu/ontologies/llm-kg/methods#TREA> ;
    a prov:Entity .
  <https://neverblink.eu/ontologies/llm-kg/methods#AlignE> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "AlignE" .
  <https://neverblink.eu/ontologies/llm-kg/methods#AttrGNN> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "AttrGNN" .
  <https://neverblink.eu/ontologies/llm-kg/methods#BERTINT> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "BERT-INT" .
  <https://neverblink.eu/ontologies/llm-kg/methods#BootEA> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "BootEA" .
  <https://neverblink.eu/ontologies/llm-kg/methods#ChatEA> dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction> ;
    a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:comment "ChatEA is a novel framework that leverages LLMs' background knowledge and multi-step reasoning abilities to significantly improve Entity Alignment, a crucial task in Knowledge Graph construction and integration. It achieves this by translating KG structures into an LLM-understandable \"code\" format and employing a two-stage iterative reasoning process for alignment decisions." ;
    rdfs:label "ChatEA" ;
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG> .
  <https://neverblink.eu/ontologies/llm-kg/methods#DualAMN> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "Dual-AMN" .
  <https://neverblink.eu/ontologies/llm-kg/methods#Fualign> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "Fualign" .
  <https://neverblink.eu/ontologies/llm-kg/methods#GCNAlign> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "GCN-Align" .
  <https://neverblink.eu/ontologies/llm-kg/methods#MTransE> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "MTransE" .
  <https://neverblink.eu/ontologies/llm-kg/methods#RDGCN> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "RDGCN" .
  <https://neverblink.eu/ontologies/llm-kg/methods#SDEA> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "SDEA" .
  <https://neverblink.eu/ontologies/llm-kg/methods#STEA> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "STEA" .
  <https://neverblink.eu/ontologies/llm-kg/methods#SimpleHHEA> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "Simple-HHEA" .
  <https://neverblink.eu/ontologies/llm-kg/methods#TEA> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "TEA" .
  <https://neverblink.eu/ontologies/llm-kg/methods#TEAGNN> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "TEA-GNN" .
  <https://neverblink.eu/ontologies/llm-kg/methods#TREA> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "TREA" .
}
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