@inproceedings{li-etal-2026-vital, title = "{VITAL}: Visual-Semantic Dual Supervision for Enhanced and Interpretable Latent Reasoning in Medical {MLLM}s", author = "Li, Qiaoru and Liang, Shaotian and Chen, Jintao and Sun, Haoran and Cai, Yuxiang and Yin, Jianwei and Jiang, Yankai", 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.97/", pages = "2267--2294", ISBN = "979-8-89176-459-0" }