CL-KL

Reported on 5 benchmarks across 1 task · 1 paper · 2 SOTA

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

Natural Language Processing5 results

Named Entity Recognition (NER)onWNUT 2017
F1· 2021-05-08
60.45
SOTA
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning arXiv:2105.03654
Named Entity Recognition (NER)onWNUT 2016
F1· 2021-05-08
58.98
best: 59.5 (HGN)
SOTA
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning arXiv:2105.03654
Named Entity Recognition (NER)onNCBI-disease
F1· 2021-05-08
88.96
best: 89.71 (BioBERT)
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning arXiv:2105.03654
Named Entity Recognition (NER)onCoNLL 2003 (English)
F1· 2021-05-08
93.85
best: 94.6 (ACE + document-context)
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning arXiv:2105.03654
Named Entity Recognition (NER)onCoNLL++
F1· 2021-05-08
94.81
best: 96.12 (LUKE + SubRegWeigh (K-means))
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning arXiv:2105.03654