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Models/seq2seq+BERT+Flair

seq2seq+BERT+Flair

Reported on 5 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 Processing8 results

  • Named Entity Recognition (NER)onACE 2004
    F1· 2019-08-19
    84.4
    best: 90.3 (Ours: cross-sentence ALB)
    SOTA
    Neural Architectures for Nested NER through LinearizationarXiv:1908.06926
  • Named Entity Recognition (NER)onACE 2005
    F1· 2019-08-19
    84.33
    best: 90.9 (Ours: cross-sentence ALB)
    SOTA
    Neural Architectures for Nested NER through LinearizationarXiv:1908.06926
  • Named Entity Recognition (NER)onGENIA
    F1· 2019-08-19
    78.31
    best: 81.77 (PIQN)
    SOTA
    Neural Architectures for Nested NER through LinearizationarXiv:1908.06926
  • Nested Mention RecognitiononACE 2005
    F1· 2019-08-19
    84.33
    best: 85.46 (BoningKnife)
    SOTA
    Neural Architectures for Nested NER through LinearizationarXiv:1908.06926
  • Nested Mention RecognitiononACE 2004
    F1· 2019-08-19
    84.4
    best: 86.41 (BoningKnife)
    SOTA
    Neural Architectures for Nested NER through LinearizationarXiv:1908.06926
  • Named Entity Recognition (NER)onACE 2005
    F1· 2019-08-19
    84.33
    best: 90.9 (Ours: cross-sentence ALB)
    Neural Architectures for Nested NER through LinearizationarXiv:1908.06926
  • Named Entity Recognition (NER)onACE 2004
    F1· 2019-08-19
    84.4
    best: 90.3 (Ours: cross-sentence ALB)
    Neural Architectures for Nested NER through LinearizationarXiv:1908.06926
  • Named Entity Recognition (NER)onGENIA
    F1· 2019-08-19
    78.31
    best: 81.77 (PIQN)
    Neural Architectures for Nested NER through LinearizationarXiv:1908.06926