@inproceedings{lei-etal-2026-unisurgbench, title = "{U}ni{S}urg{B}ench: Benchmarking Surgical Video Understanding with Step-wise Reasoning and Workflow Aligned Evaluation", author = "Lei, Zhenxin and Li, Mengyang and Li, Qian and Cui, Haozhe and Zhao, Zhimin and Han, Hu and Shan, Shiguang and Chen, Xilin", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1650/", pages = "35125--35161", ISBN = "979-8-89176-462-0" }