@inproceedings{zhao-etal-2026-peribench, title = "{PERIBENCH}: A Protocol-Aware Benchmark for Dynamic Perioperative Risk Prediction from Numerical Models to Language Interfaces", author = "Zhao, Xiaohui and Meng, Xiangyu and Chi, Jinjin and Jing, Yongcheng and Wang, Yiming and Zhan, Yibing and Sun, Hang and Tao, Dacheng", 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.1638/", pages = "37223--37248", ISBN = "979-8-89176-459-0" }