Mitigating Gender Bias in Machine Translation through Adversarial Learning

Eve Fleisig, Christiane Fellbaum

Machine translation and other NLP systems often contain significant biases regarding sensitive attributes, such as gender or race, that worsen system performance and perpetuate har…