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Models/Neural transition-based model

Neural transition-based model

Reported on 5 benchmarks across 2 tasks · 1 paper

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)onACE 2004
    F1· 2018-10-03
    73.3
    best: 90.3 (Ours: cross-sentence ALB)
    A Neural Transition-based Model for Nested Mention RecognitionarXiv:1810.01808
  • Named Entity Recognition (NER)onACE 2005
    F1· 2018-10-03
    73
    best: 90.9 (Ours: cross-sentence ALB)
    A Neural Transition-based Model for Nested Mention RecognitionarXiv:1810.01808
  • Named Entity Recognition (NER)onGENIA
    F1· 2018-10-03
    73.9
    best: 81.77 (PIQN)
    A Neural Transition-based Model for Nested Mention RecognitionarXiv:1810.01808
  • Named Entity Recognition (NER)onACE 2004
    F1· 2018-10-03
    73.3
    best: 90.3 (Ours: cross-sentence ALB)
    A Neural Transition-based Model for Nested Mention RecognitionarXiv:1810.01808
  • Named Entity Recognition (NER)onGENIA
    F1· 2018-10-03
    73.9
    best: 81.77 (PIQN)
    A Neural Transition-based Model for Nested Mention RecognitionarXiv:1810.01808
  • Nested Mention RecognitiononACE 2005
    F1· 2018-10-03
    73
    best: 85.46 (BoningKnife)
    A Neural Transition-based Model for Nested Mention RecognitionarXiv:1810.01808
  • Nested Mention RecognitiononACE 2004
    F1· 2018-10-03
    73.1
    best: 86.41 (BoningKnife)
    A Neural Transition-based Model for Nested Mention RecognitionarXiv:1810.01808