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Models/BERT-MRC

BERT-MRC

Reported on 6 benchmarks across 2 tasks · 1 paper · 5 SOTA

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

Natural Language Processing6 results

  • Named Entity Recognition (NER)onOntonotes v5 (English)
    F1· uses extra data· 2019-10-25
    91.11
    best: 92.07 (BERT-MRC+DSC)
    SOTA
    A Unified MRC Framework for Named Entity RecognitionarXiv:1910.11476
  • Named Entity Recognition (NER)onACE 2005
    F1· uses extra data· 2019-10-25
    86.88
    best: 90.9 (Ours: cross-sentence ALB)
    SOTA
    A Unified MRC Framework for Named Entity RecognitionarXiv:1910.11476
  • Named Entity Recognition (NER)onMSRA
    F1· uses extra data· 2019-10-25
    95.75
    best: 96.72 (BERT-MRC+DSC)
    SOTA
    A Unified MRC Framework for Named Entity RecognitionarXiv:1910.11476
  • Named Entity Recognition (NER)onOntoNotes 4
    F1· uses extra data· 2019-10-25
    82.11
    best: 84.47 (BERT-MRC+DSC)
    SOTA
    A Unified MRC Framework for Named Entity RecognitionarXiv:1910.11476
  • Nested Mention RecognitiononACE 2004
    F1· uses extra data· 2019-10-25
    85.98
    best: 86.41 (BoningKnife)
    SOTA
    A Unified MRC Framework for Named Entity RecognitionarXiv:1910.11476
  • Named Entity Recognition (NER)onCoNLL 2003 (English)
    F1· uses extra data· 2019-10-25
    93.04
    best: 94.6 (ACE + document-context)
    A Unified MRC Framework for Named Entity RecognitionarXiv:1910.11476