@inproceedings{zhang-etal-2026-dont-guess, title = "Don{'}t Guess, Ask Wisely: Benchmarking and Training Proactive Elicitation in Open-Domain {LLM} Conversations", author = "Zhang, Rongyu and Bao, Mutian and Zhang, Jinjian and Du, Yuetian and Xu, He and Zhou, Wei and Zhu, Xiaojun and Kong, Ming and Liu, Jie and Mo, Linjian and Zhu, Qiang", 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.1370/", pages = "31257--31282", ISBN = "979-8-89176-459-0" }