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sub:assertion {
   <https://doi.org/10.48550/arXiv.2403.17532> dct:title "KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion" ;
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#KcGenre> ;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#BertResNetReRank> , <https://neverblink.eu/ontologies/llm-kg/methods#CEAR> , <https://neverblink.eu/ontologies/llm-kg/methods#CEKFA> , <https://neverblink.eu/ontologies/llm-kg/methods#CaRe> , <https://neverblink.eu/ontologies/llm-kg/methods#ComplEx> , <https://neverblink.eu/ontologies/llm-kg/methods#ConvE> , <https://neverblink.eu/ontologies/llm-kg/methods#KG-BERT> , <https://neverblink.eu/ontologies/llm-kg/methods#KGLLM> , <https://neverblink.eu/ontologies/llm-kg/methods#KGS2S> , <https://neverblink.eu/ontologies/llm-kg/methods#LP-RP-RR> , <https://neverblink.eu/ontologies/llm-kg/methods#OKGIT> , <https://neverblink.eu/ontologies/llm-kg/methods#OKGSE> , <https://neverblink.eu/ontologies/llm-kg/methods#PKGC> , <https://neverblink.eu/ontologies/llm-kg/methods#PairRE> , <https://neverblink.eu/ontologies/llm-kg/methods#RGCN> , <https://neverblink.eu/ontologies/llm-kg/methods#ResNet> , <https://neverblink.eu/ontologies/llm-kg/methods#RotatE> , <https://neverblink.eu/ontologies/llm-kg/methods#TAGREAL> , <https://neverblink.eu/ontologies/llm-kg/methods#TransC> , <https://neverblink.eu/ontologies/llm-kg/methods#TransE> , <https://neverblink.eu/ontologies/llm-kg/methods#TuckER> , <https://neverblink.eu/ontologies/llm-kg/methods#WWV> ;
    a prov:Entity .
  <https://neverblink.eu/ontologies/llm-kg/methods#BertResNetReRank> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "BertResNet-ReRank" .
  <https://neverblink.eu/ontologies/llm-kg/methods#CEAR> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "CEAR" .
  <https://neverblink.eu/ontologies/llm-kg/methods#CEKFA> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "CEKFA" .
  <https://neverblink.eu/ontologies/llm-kg/methods#CaRe> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "CaRe" .
  <https://neverblink.eu/ontologies/llm-kg/methods#ComplEx> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "ComplEx" .
  <https://neverblink.eu/ontologies/llm-kg/methods#ConvE> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "ConvE" .
  <https://neverblink.eu/ontologies/llm-kg/methods#KG-BERT> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "KG-BERT" .
  <https://neverblink.eu/ontologies/llm-kg/methods#KGLLM> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "KG-LLM" .
  <https://neverblink.eu/ontologies/llm-kg/methods#KGS2S> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "KG-S2S" .
  <https://neverblink.eu/ontologies/llm-kg/methods#KcGenre> dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGCompletion> ;
    a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:comment "KC-GenRe is a novel knowledge-constrained generative re-ranking method for Knowledge Graph Completion (KGC). It uses LLMs to address the challenges of mismatch, misordering, and omission in KGC re-ranking by formulating it as a candidate identifier sorting generation problem, and integrating knowledge-guided interactive training and knowledge-augmented constrained inference." ;
    rdfs:label "KC-GenRe" ;
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG> .
  <https://neverblink.eu/ontologies/llm-kg/methods#LP-RP-RR> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "LP-RP-RR" .
  <https://neverblink.eu/ontologies/llm-kg/methods#OKGIT> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "OKGIT" .
  <https://neverblink.eu/ontologies/llm-kg/methods#OKGSE> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "OKGSE" .
  <https://neverblink.eu/ontologies/llm-kg/methods#PKGC> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "PKGC" .
  <https://neverblink.eu/ontologies/llm-kg/methods#PairRE> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "PairRE" .
  <https://neverblink.eu/ontologies/llm-kg/methods#RGCN> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "R-GCN" .
  <https://neverblink.eu/ontologies/llm-kg/methods#ResNet> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "ResNet" .
  <https://neverblink.eu/ontologies/llm-kg/methods#RotatE> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "RotatE" .
  <https://neverblink.eu/ontologies/llm-kg/methods#TAGREAL> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "TAGREAL" .
  <https://neverblink.eu/ontologies/llm-kg/methods#TransC> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "TransC" .
  <https://neverblink.eu/ontologies/llm-kg/methods#TransE> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "TransE" .
  <https://neverblink.eu/ontologies/llm-kg/methods#TuckER> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "TuckER" .
  <https://neverblink.eu/ontologies/llm-kg/methods#WWV> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "WWV" .
}
sub:provenance {
   sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent> ;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2403.17532> .
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