Hierarchical + BERT

Reported on 2 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 Processing2 results

Named Entity Recognition (NER)onOntonotes v5 (English)
F1· uses extra data· 2019-11-06
90.3
best: 92.07 (BERT-MRC+DSC)
Hierarchical Contextualized Representation for Named Entity Recognition arXiv:1911.02257
Named Entity Recognition (NER)onCoNLL 2003 (English)
F1· 2019-11-06
93.37
best: 94.6 (ACE + document-context)
Hierarchical Contextualized Representation for Named Entity Recognition arXiv:1911.02257