@inproceedings{gu-etal-2025-umad, title = "{UMAD}: Enhancing {LLM} Debiasing via Multi-Agent Debate and Token-Level Bias Interpretation", author = "Gu, Hanwen and JieMa, JieMa and Qin, Ying and Hu, Ling", editor = "Sun, Maosong and Duan, Peiyong and Liu, Zhiyuan and Xu, Ruifeng and Sun, Weiwei", booktitle = "Proceedings of the 24th {C}hina National Conference on Computational Linguistics ({CCL} 2025)", month = aug, year = "2025", address = "Jinan, China", publisher = "Chinese Information Processing Society of China", url = "https://preview.aclanthology.org/ingest-ccl/2025.ccl-1.81/", pages = "1078--1094" }