It's All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution

Rowan Hall Maudslay, Hila Gonen, Ryan Cotterell +1

This paper treats gender bias latent in word embeddings. Previous mitigation attempts rely on the operationalisation of gender bias as a projection over a linear subspace. An alter…