PromptNER: Prompt Locating and Typing for Named Entity Recognition

Benchmark Model Rank Results
named-entity-recognition-ner-on-conll-2003PromptNER [RoBERTa-large]#28F1: 93.08
named-entity-recognition-ner-on-conll-2003PromptNER [BERT-large]#38F1: 92.41
named-entity-recognition-on-ace-2005PromptNER [RoBERTa-large]#3F1: 88.26
named-entity-recognition-on-ace-2005PromptNER [BERT-large]#5F1: 87.21
nested-named-entity-recognition-on-ace-2004PromptNER [RoBERTa-large]#1F1: 88.72
nested-named-entity-recognition-on-ace-2004PromptNER [BERT-large]#5F1: 88.16