PromptNER [RoBERTa-large]

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· 2023-05-26
88.26
best: 90.9 (Ours: cross-sentence ALB)
PromptNER: Prompt Locating and Typing for Named Entity Recognition arXiv:2305.17104
Named Entity Recognition (NER)onCoNLL 2003 (English)
F1· uses extra data· 2023-05-26
93.08
best: 94.6 (ACE + document-context)
PromptNER: Prompt Locating and Typing for Named Entity Recognition arXiv:2305.17104
Named Entity Recognition (NER)onACE 2004
F1· 2023-05-26
88.72
best: 90.3 (Ours: cross-sentence ALB)
PromptNER: Prompt Locating and Typing for Named Entity Recognition arXiv:2305.17104