Finetuning BERT on Partially Annotated NER Corpora

Viktor Scherbakov, Vladimir Mayorov

Most Named Entity Recognition (NER) models operate under the assumption that training datasets are fully labelled. While it is valid for established datasets like CoNLL 2003 and On…