@inproceedings{chen-etal-2026-solve, title = "Solve the Missing First Step: Can {VLM}s Standardize Raw Heterogeneous Medical Data?", author = "Chen, Xin and Xu, Dongliang and Zhu, Cunhao and Luo, Xudong and Lyu, Haoyang and Sun, Xiaoxiao and Yeung-Levy, Serena and Yao, Yue", 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.1001/", pages = "23041--23059", ISBN = "979-8-89176-459-0" }