@inproceedings{duan-etal-2026-counterfactual, title = "When Counterfactual Debiasing Backfires: Identity Cues as Task-Dependent Evidence in Harmful Language Understanding", author = "Duan, Jia and Lu, Xiaoyu and Hu, Wenjing and Ding, Zihao", 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.1062/", pages = "24392--24410", ISBN = "979-8-89176-459-0" }