Should we attend more or less? Modulating attention for fairness (COLM 2024)

This is the official repository for Should we attend more or less? Modulating attention for fairness, accepted at COLM 2024.

Summary: We show that bias can be mitigated by focusing on a wider/narrower context.

Usage

Please follow the instructions in our tutorial.

Citation

@article{zayed2023should,
  title={Should we attend more or less? modulating attention for fairness},
  author={Zayed, Abdelrahman and Mordido, Goncalo and Shabanian, Samira and Chandar, Sarath},
  journal={arXiv preprint arXiv:2305.13088},
  year={2023}
}