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Models/TriMF

TriMF

Reported on 9 benchmarks across 2 tasks · 1 paper · 3 SOTA

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

Natural Language Processing7 results

  • Relation ExtractiononCoNLL04
    NER Micro F1· 2021-01-25
    90.3
    SOTA
    A Trigger-Sense Memory Flow Framework for Joint Entity and Relation ExtractionarXiv:2101.10213
  • Relation ExtractiononSciERC
    Relation F1· 2021-01-25
    52.44
    best: 53.2 (PL-Marker)
    SOTA
    A Trigger-Sense Memory Flow Framework for Joint Entity and Relation ExtractionarXiv:2101.10213
  • Relation ExtractiononACE 2005
    NER Micro F1· 2021-01-25
    87.61
    best: 91.3 (ASP+T5-3B)
    A Trigger-Sense Memory Flow Framework for Joint Entity and Relation ExtractionarXiv:2101.10213
  • Relation ExtractiononACE 2005
    RE Micro F1· 2021-01-25
    66.49
    best: 73 (PL-Marker)
    A Trigger-Sense Memory Flow Framework for Joint Entity and Relation ExtractionarXiv:2101.10213
  • Relation ExtractiononACE 2005
    RE+ Micro F1· 2021-01-25
    62.77
    best: 71.1 (PL-Marker)
    A Trigger-Sense Memory Flow Framework for Joint Entity and Relation ExtractionarXiv:2101.10213
  • Relation ExtractiononCoNLL04
    RE+ Micro F1· 2021-01-25
    72.35
    best: 78.1 (ReLiK-Large)
    A Trigger-Sense Memory Flow Framework for Joint Entity and Relation ExtractionarXiv:2101.10213
  • Relation ExtractiononSciERC
    Entity F1· 2021-01-25
    70.17
    best: 70.53 (SpERT.PL (SciBERT))
    A Trigger-Sense Memory Flow Framework for Joint Entity and Relation ExtractionarXiv:2101.10213

Medical2 results

  • Information ExtractiononSciERC
    Relation F1· 2021-01-25
    52.44
    best: 53.2 (PL-Marker)
    SOTA
    A Trigger-Sense Memory Flow Framework for Joint Entity and Relation ExtractionarXiv:2101.10213
  • Information ExtractiononSciERC
    Entity F1· 2021-01-25
    70.17
    best: 70.53 (SpERT.PL (SciBERT))
    A Trigger-Sense Memory Flow Framework for Joint Entity and Relation ExtractionarXiv:2101.10213