Sequence-to-Set

Reported on 6 benchmarks across 1 task · 2 papers

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

Natural Language Processing6 results

Named Entity Recognition (NER)onFew-NERD (SUP)
F1-Measure· 2022-03-20
68.23
best: 70.9 (PL-Marker)
Parallel Instance Query Network for Named Entity Recognition arXiv:2203.10545
Named Entity Recognition (NER)onFew-NERD (SUP)
Precision· 2022-03-20
67.37
best: 71.2 (PL-Marker)
Parallel Instance Query Network for Named Entity Recognition arXiv:2203.10545
Named Entity Recognition (NER)onFew-NERD (SUP)
Recall· 2022-03-20
69.12
best: 71.1 (NuNER)
Parallel Instance Query Network for Named Entity Recognition arXiv:2203.10545
Named Entity Recognition (NER)onACE 2005
F1· 2021-05-19
87.05
best: 90.9 (Ours: cross-sentence ALB)
A Sequence-to-Set Network for Nested Named Entity Recognition arXiv:2105.08901
Named Entity Recognition (NER)onACE 2004
F1· 2021-05-19
87.26
best: 90.3 (Ours: cross-sentence ALB)
A Sequence-to-Set Network for Nested Named Entity Recognition arXiv:2105.08901
Named Entity Recognition (NER)onGENIA
F1· 2021-05-19
80.44
best: 81.77 (PIQN)
A Sequence-to-Set Network for Nested Named Entity Recognition arXiv:2105.08901