@inproceedings{zhu-etal-2025-convsearch, title = "{C}onv{S}earch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning", author = "Zhu, Changtai and Wang, Siyin and Feng, Ruijun and Song, Kai and Qiu, Xipeng", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.1349/", pages = "26558--26575", ISBN = "979-8-89176-332-6" }