Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models

Pieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt

Abstract: Pieter Delobelle, Ewoenam Tokpo, Toon Calders, Bettina Berendt. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2022.