@inproceedings{liu-etal-2026-stop-training, title = "Stop Training Against Soft Users: Mentalized Adversarial Self Play for Proactive Dialogue", author = "Liu, Zanwu and Zhang, Dan and Wang, Xiaodi and Mao, Yongbo and Guo, Xiaoyang and Wu, Yonglin and Jiang, Peiyue and Wei, Yangyang and Lin, Zecheng", 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.1516/", pages = "34574--34590", ISBN = "979-8-89176-459-0" }