LSTM-CRF

Reported on 4 benchmarks across 1 task · 1 paper

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

Natural Language Processing4 results

Named Entity Recognition (NER)onCoNLL 2003 (English)
F1· 2016-03-04
90.94
best: 94.6 (ACE + document-context)
Neural Architectures for Named Entity Recognition arXiv:1603.01360
Named Entity Recognition (NER)onCoNLL++
F1· 2016-03-04
91.47
best: 96.12 (LUKE + SubRegWeigh (K-means))
Neural Architectures for Named Entity Recognition arXiv:1603.01360
Named Entity Recognition (NER)onLeNER-Br
Micro F1 (Exact Span)
0.8661
Named Entity Recognition (NER)onLeNER-Br
Micro F1 (Tokens)
0.9253