A Noise-Robust Loss for Unlabeled Entity Problem in Named Entity Recognition

Wentao Kang, Guijun Zhang, Xiao Fu

Named Entity Recognition (NER) is an important task in natural language processing. However, traditional supervised NER requires large-scale annotated datasets. Distantly supervisi…