@inproceedings{cai-etal-2025-sciassess, title = "{S}ci{A}ssess: Benchmarking {LLM} Proficiency in Scientific Literature Analysis", author = "Cai, Hengxing and Cai, Xiaochen and Chang, Junhan and Li, Sihang and Yao, Lin and Changxin, Wang and Gao, Zhifeng and Wang, Hongshuai and Yongge, Li and Lin, Mujie and Yang, Shuwen and Wang, Jiankun and Xu, Mingjun and Huang, Jin and Fang, Xi and Zhuang, Jiaxi and Yin, Yuqi and Li, Yaqi and Chen, Changhong and Cheng, Zheng and Zhao, Zifeng and Zhang, Linfeng and Ke, Guolin", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Findings of the Association for Computational Linguistics: NAACL 2025", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2025.findings-naacl.125/", pages = "2335--2357", ISBN = "979-8-89176-195-7" }