@inproceedings{lin-etal-2026-identity, title = "Identity-Preserving Detoxification via Local Causal Effect Ranking on Masked Diffusion Language Models", author = "Lin, Yucheng and Liu, Yue and Jiang, Jiaojiao", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.234/", pages = "5360--5378", ISBN = "979-8-89176-459-0" }