ACE + document-context

Reported on 5 benchmarks across 1 task · 1 paper · 5 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)onCoNLL 2003 (German)
F1· 2020-10-10
88.38
SOTA
Automated Concatenation of Embeddings for Structured Prediction arXiv:2010.05006
Named Entity Recognition (NER)onCoNLL 2003 (English)
F1· 2020-10-10
94.6
SOTA
Automated Concatenation of Embeddings for Structured Prediction arXiv:2010.05006
Named Entity Recognition (NER)onCoNLL 2002 (Spanish)
F1· 2020-10-10
95.9
SOTA
Automated Concatenation of Embeddings for Structured Prediction arXiv:2010.05006
Named Entity Recognition (NER)onCoNLL 2002 (Dutch)
F1· 2020-10-10
95.7
SOTA
Automated Concatenation of Embeddings for Structured Prediction arXiv:2010.05006
Named Entity Recognition (NER)onCoNLL 2003 (German) Revised
F1· 2020-10-10
91.7
best: 92.23 (FLERT XLM-R)
SOTA
Automated Concatenation of Embeddings for Structured Prediction arXiv:2010.05006