ResearchBenchmarksNamed Entity Recognition on CoNLL Typos 2003Named Entity Recognition on CoNLL Typos 2003Follow83.64F1 ScoreE-SpanNER81.653682.169382.68583.2007May 29, 2023Evaluation resultsMethodMethodLinksF1 ScoreE-SpanNERBackbone=BERT largeBackbone=BERT large2023.0583.64VaniIB2023.0583.49E-SpanNERBackbone=BERT baseBackbone=BERT base2023.0583.31EDL-SpanNERBackbone=BERT largeBackbone=BERT large2023.0582.89SpanNERBackbone=ROBERTa largeBackbone=ROBERTa large2023.0582.85SpanNERBackbone=ALBERT largeBackbone=ALBERT large2023.0582.49SpanNERBackbone=BERT largeBackbone=BERT large2023.0581.83DataAug2023.0581.73