Debiasing Embeddings for Reduced Gender Bias in Text Classification

Flavien Prost, Nithum Thain, Tolga Bolukbasi

(Bolukbasi et al., 2016) demonstrated that pretrained word embeddings can inherit gender bias from the data they were trained on. We investigate how this bias affects downstream cl…