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Models/BoningKnife

BoningKnife

Reported on 5 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

  • Named Entity Recognition (NER)onNNE
    Micro F1· 2021-07-20
    94.24
    best: 94.68 (Pyramid)
    SOTA
    BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary KnowledgearXiv:2107.09429
  • Nested Mention RecognitiononACE 2005
    F1· 2021-07-20
    85.46
    SOTA
    BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary KnowledgearXiv:2107.09429
  • Nested Mention RecognitiononACE 2004
    F1· 2021-07-20
    86.41
    SOTA
    BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary KnowledgearXiv:2107.09429
  • Named Entity Recognition (NER)onACE 2004
    F1· 2021-07-20
    86.41
    best: 90.3 (Ours: cross-sentence ALB)
    BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary KnowledgearXiv:2107.09429
  • Named Entity Recognition (NER)onACE 2005
    F1· 2021-07-20
    85.46
    best: 90.9 (Ours: cross-sentence ALB)
    BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary KnowledgearXiv:2107.09429
  • Named Entity Recognition (NER)onACE 2005
    F1· 2021-07-20
    85.46
    best: 90.9 (Ours: cross-sentence ALB)
    BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary KnowledgearXiv:2107.09429
  • Named Entity Recognition (NER)onACE 2004
    F1· 2021-07-20
    86.41
    best: 90.3 (Ours: cross-sentence ALB)
    BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary KnowledgearXiv:2107.09429