Mitigating Fine-tuning Bias: A Parameter-Efficient Debiasing Framework for Large Language Models.

@inproceedings{li-2026-mitigating, author = {Qiuyu Li and Kun Zhang and Le Wu and Hao Liu and Hefei Xu and Xin Li and Si Wei}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Mitigating Fine-tuning Bias: A Parameter-Efficient Debiasing Framework for Large Language Models}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {9482--9493}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3793029}, doi = {https://doi.org/10.1145/3774904.3793029} }