@inproceedings{duan-etal-2026-fight, title = "Fight Poison with Poison: Enhancing Robustness in Few-shot Machine-Generated Text Detection with Adversarial Training", author = "Duan, Wenjing and Zhou, Qi and Li, Yuanfan", 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.171/", pages = "3921--3947", ISBN = "979-8-89176-459-0" }