Are fairness metric scores enough to assess discrimination biases in machine learning?

Are fairness metric scores enough to assess discrimination biases in machine learning? Fanny Jourdan author Laurent Risser author Jean-michel Loubes author Nicholas Asher author 2023-07 text Proceedings of the 3rd Workshop on Trustworthy Natural Language Processing (TrustNLP 2023) Anaelia Ovalle editor Kai-Wei Chang editor Ninareh Mehrabi editor Yada Pruksachatkun editor Aram Galystan editor Jwala Dhamala editor Apurv Verma editor Trista Cao editor Anoop Kumar editor Rahul Gupta editor Association for Computational Linguistics Toronto, Canada conference publication jourdan-etal-2023-fairness 10.18653/v1/2023.trustnlp-1.15 https://aclanthology.org/2023.trustnlp-1.15/ 2023-07 163 174