Can Machine Unlearning Reduce Social Bias in Language Models?

Can Machine Unlearning Reduce Social Bias in Language Models? Omkar Dige author Diljot Arneja author Tsz Fung Yau author Qixuan Zhang author Mohammad Bolandraftar author Xiaodan Zhu author Faiza Khan Khattak author 2024-11 text Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track Franck Dernoncourt editor Daniel Preoţiuc-Pietro editor Anastasia Shimorina editor Association for Computational Linguistics Miami, Florida, US conference publication dige-etal-2024-machine 10.18653/v1/2024.emnlp-industry.71 https://aclanthology.org/2024.emnlp-industry.71/ 2024-11 954 969