Bar Iluz

Applying Intrinsic Debiasing on Downstream Tasks: Challenges and Considerations for Machine Translation

Most works on gender bias focus on intrinsic bias — removing traces of information about a protected group from the model’s internal representation. However, these works are often disconnected from the impact of such debiasing on downstream applications, which is the main motivation for debiasing in…