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Models/ReLiK-Large

ReLiK-Large

Reported on 11 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Natural Language Processing11 results

  • Relation ExtractiononNYT
    F1· 2024-07-31
    95
    SOTA
    ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic BudgetarXiv:2408.00103
  • Relation ExtractiononCoNLL04
    RE+ Micro F1· 2024-07-31
    78.1
    SOTA
    ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic BudgetarXiv:2408.00103
  • Entity LinkingonREBEL
    Micro-F1· 2024-07-31
    85.1
    SOTA
    ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic BudgetarXiv:2408.00103
  • Entity LinkingonKORE50
    Micro-F1· 2024-07-31
    72.8
    SOTA
    ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic BudgetarXiv:2408.00103
  • Entity LinkingonDerczynski
    Micro-F1· 2024-07-31
    56.3
    SOTA
    ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic BudgetarXiv:2408.00103
  • Entity LinkingonN3-RSS-500
    Micro-F1· 2024-07-31
    43
    SOTA
    ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic BudgetarXiv:2408.00103
  • Entity LinkingonMSNBC
    Micro-F1· 2024-07-31
    75
    best: 83.4 (Kannan Ravi et al. (2021))
    ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic BudgetarXiv:2408.00103
  • Entity LinkingonOKE-2016
    Micro-F1· 2024-07-31
    57.2
    best: 59.5 (ReFinED)
    ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic BudgetarXiv:2408.00103
  • Entity LinkingonAIDA-CoNLL
    Micro-F1 strong· 2024-07-31
    86.4
    best: 88.6 (SpEL-large (2023))
    ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic BudgetarXiv:2408.00103
  • Entity LinkingonN3-Reuters-128
    Micro-F1· 2024-07-31
    51.7
    best: 58.1 (ReFinED)
    ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic BudgetarXiv:2408.00103
  • Entity LinkingonOKE-2015
    Micro-F1· 2024-07-31
    65.1
    best: 66.9 (E2E)
    ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic BudgetarXiv:2408.00103