Leveraging Prototypical Representations for Mitigating Social Bias without Demographic Information

Shadi Iskander, Kira Radinsky, Yonatan Belinkov

Mitigating social biases typically requires identifying the social groups associated with each data sample. In this paper, we present DAFair, a novel approach to address social bia…