@inproceedings{yang-etal-2025-mars, title = "{MARS}-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation", author = "Yang, Chenghao and Luo, Yinbo and Wen, Zhoufutu and Chu, Qi and Gong, Tao and Liu, Longxiang and Zhang, Kaiyuan and Jiao, Jianpeng and Zhang, Ge and Huang, Wenhao and Yu, Nenghai", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.findings-emnlp.314/", pages = "5872--5898", ISBN = "979-8-89176-335-7" }