Second-best learning and decoding + BERT

Reported on 3 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 Processing3 results

Named Entity Recognition (NER)onACE 2005
F1· uses extra data· 2019-09-05
83.99
best: 90.9 (Ours: cross-sentence ALB)
Nested Named Entity Recognition via Second-best Sequence Learning and Decoding arXiv:1909.02250
Named Entity Recognition (NER)onACE 2004
F1· uses extra data· 2019-09-05
84.97
best: 90.3 (Ours: cross-sentence ALB)
Nested Named Entity Recognition via Second-best Sequence Learning and Decoding arXiv:1909.02250
Named Entity Recognition (NER)onGENIA
F1· uses extra data· 2019-09-05
77.05
best: 81.77 (PIQN)
Nested Named Entity Recognition via Second-best Sequence Learning and Decoding arXiv:1909.02250