2024
Does Context Help Mitigate Gender Bias in Neural Machine Translation?
EMNLP 2024finding
Neural Machine Translation models tend to perpetuate gender bias present in their training data distribution. Context-aware models have been previously suggested as a means to mitigate this type of bias. In this work, we examine this claim by analysing in detail the translation of stereotypical prof…