Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias

Marion Bartl, Malvina Nissim, Albert Gatt

Contextualized word embeddings have been replacing standard embeddings as the representational knowledge source of choice in NLP systems. Since a variety of biases have previously…