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Models/Galárraga et al., 2014

Galárraga et al., 2014

Reported on 12 benchmarks across 4 tasks

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base6 results

  • Knowledge GraphsonNoun Phrase Canonicalization
    Ambiguous dataset
    97.9
  • Knowledge GraphsonNoun Phrase Canonicalization
    Base Dataset
    94.8
  • Knowledge GraphsonNoun Phrase Canonicalization
    ReVerb45k
    98.3
  • Knowledge Graph CompletiononNoun Phrase Canonicalization
    Ambiguous dataset
    97.9
  • Knowledge Graph CompletiononNoun Phrase Canonicalization
    Base Dataset
    94.8
  • Knowledge Graph CompletiononNoun Phrase Canonicalization
    ReVerb45k
    98.3

Methodology3 results

  • Large Language ModelonNoun Phrase Canonicalization
    Ambiguous dataset
    97.9
  • Large Language ModelonNoun Phrase Canonicalization
    Base Dataset
    94.8
  • Large Language ModelonNoun Phrase Canonicalization
    ReVerb45k
    98.3

Natural Language Processing3 results

  • Inductive knowledge graph completiononNoun Phrase Canonicalization
    Ambiguous dataset
    97.9
  • Inductive knowledge graph completiononNoun Phrase Canonicalization
    Base Dataset
    94.8
  • Inductive knowledge graph completiononNoun Phrase Canonicalization
    ReVerb45k
    98.3