TL;DR
We propose a novel approach to
mitigate bias in text encoders, that aims to tackle
bias directly in the latent space on which documents are projected, making our model applicable to any text encoder or decoder.
Link for the paper : https://aclanthology.org/2023.emnlp-main.978/.