Mitigating Gender Bias in Contextual Word Embeddings

Navya Yarrabelly, Vinay Damodaran, Feng-Guang Su

Word embeddings have been shown to produce remarkable results in tackling a vast majority of NLP related tasks. Unfortunately, word embeddings also capture the stereotypical biases…