Bi-LSTM-CRF + Lexical Features

Reported on 2 benchmarks across 1 task · 1 paper · 1 SOTA

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

Natural Language Processing2 results

Named Entity Recognition (NER)onOntonotes v5 (English)
F1· uses extra data· 2018-06-09
87.95
best: 92.07 (BERT-MRC+DSC)
SOTA
Robust Lexical Features for Improved Neural Network Named-Entity Recognition arXiv:1806.03489
Named Entity Recognition (NER)onCoNLL 2003 (English)
F1· 2018-06-09
91.73
best: 94.6 (ACE + document-context)
Robust Lexical Features for Improved Neural Network Named-Entity Recognition arXiv:1806.03489