Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition

Ninareh Mehrabi, Thamme Gowda, Fred Morstatter +2

We study the bias in several state-of-the-art named entity recognition (NER) models---specifically, a difference in the ability to recognize male and female names as PERSON entity…