@inproceedings{zhao-etal-2025-mutis, title = "{M}u{TIS}: Enhancing Reasoning Efficiency through Multi Turn Intervention Sampling in Reinforcement Learning", author = "Zhao, Wenshuo and Zhai, Haoxing and Qiu, Xinyu and Qi, Zhenting and Li, Shuhe and Zhu, Linchao", 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.690/", pages = "13680--13692", ISBN = "979-8-89176-332-6" }