TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Biaffine-NER

Biaffine-NER

Reported on 9 benchmarks across 1 task · 1 paper · 6 SOTA

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

Natural Language Processing9 results

  • Named Entity Recognition (NER)onACE 2004
    F1· 2020-05-14
    86.7
    best: 90.3 (Ours: cross-sentence ALB)
    SOTA
    Named Entity Recognition as Dependency ParsingarXiv:2005.07150
  • Named Entity Recognition (NER)onCoNLL 2003 (German)
    F1· 2020-05-14
    86.4
    best: 88.38 (ACE + document-context)
    SOTA
    Named Entity Recognition as Dependency ParsingarXiv:2005.07150
  • Named Entity Recognition (NER)onCoNLL 2002 (Spanish)
    F1· 2020-05-14
    90.3
    best: 95.9 (ACE + document-context)
    SOTA
    Named Entity Recognition as Dependency ParsingarXiv:2005.07150
  • Named Entity Recognition (NER)onCoNLL 2002 (Dutch)
    F1· 2020-05-14
    93.7
    best: 95.7 (ACE + document-context)
    SOTA
    Named Entity Recognition as Dependency ParsingarXiv:2005.07150
  • Named Entity Recognition (NER)onGENIA
    F1· 2020-05-14
    80.5
    best: 81.77 (PIQN)
    SOTA
    Named Entity Recognition as Dependency ParsingarXiv:2005.07150
  • Named Entity Recognition (NER)onCoNLL 2003 (German) Revised
    F1· 2020-05-14
    90.3
    best: 92.23 (FLERT XLM-R)
    SOTA
    Named Entity Recognition as Dependency ParsingarXiv:2005.07150
  • Named Entity Recognition (NER)onOntonotes v5 (English)
    F1· 2020-05-14
    91.3
    best: 92.07 (BERT-MRC+DSC)
    Named Entity Recognition as Dependency ParsingarXiv:2005.07150
  • Named Entity Recognition (NER)onACE 2005
    F1· 2020-05-14
    85.4
    best: 90.9 (Ours: cross-sentence ALB)
    Named Entity Recognition as Dependency ParsingarXiv:2005.07150
  • Named Entity Recognition (NER)onCoNLL 2003 (English)
    F1· 2020-05-14
    93.5
    best: 94.6 (ACE + document-context)
    Named Entity Recognition as Dependency ParsingarXiv:2005.07150