DiffusionNER

Reported on 6 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 Processing6 results

Named Entity Recognition (NER)onOntonotes v5 (English)
F1· 2023-05-22
90.66
best: 92.07 (BERT-MRC+DSC)
DiffusionNER: Boundary Diffusion for Named Entity Recognition arXiv:2305.13298
Named Entity Recognition (NER)onACE 2005
F1· 2023-05-22
86.93
best: 90.9 (Ours: cross-sentence ALB)
DiffusionNER: Boundary Diffusion for Named Entity Recognition arXiv:2305.13298
Named Entity Recognition (NER)onCoNLL 2003 (English)
F1· 2023-05-22
92.78
best: 94.6 (ACE + document-context)
DiffusionNER: Boundary Diffusion for Named Entity Recognition arXiv:2305.13298
Named Entity Recognition (NER)onACE 2004
F1· 2023-05-22
88.39
best: 90.3 (Ours: cross-sentence ALB)
DiffusionNER: Boundary Diffusion for Named Entity Recognition arXiv:2305.13298
Named Entity Recognition (NER)onGENIA
F1· 2023-05-22
81.53
best: 81.77 (PIQN)
DiffusionNER: Boundary Diffusion for Named Entity Recognition arXiv:2305.13298
Named Entity Recognition (NER)onMSRA
F1· 2023-05-22
94.91
best: 96.72 (BERT-MRC+DSC)
DiffusionNER: Boundary Diffusion for Named Entity Recognition arXiv:2305.13298