@inproceedings{liu-etal-2026-mllms,
    title = "Can {MLLM}s Perceive and Describe Medical Image Quality Beyond Scores?",
    author = "Liu, Jiyao  and
      Wei, Jinjie  and
      Qu, Wanying  and
      Ma, Chenglong  and
      Ning, Junzhi  and
      Li, Yunheng  and
      Chen, Ying  and
      Zhang, Jiafan  and
      Chen, Pengcheng  and
      Gao, Xin  and
      Hu, Ming  and
      Wang, Xin  and
      Gao, Shujian  and
      Yang, Dingkang  and
      Deng, Zhongying  and
      Ye, Jin  and
      Liu, Lihao  and
      He, Junjun  and
      Xu, Ningsheng",
    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.1129/",
    pages = "25854--25877",
    ISBN = "979-8-89176-459-0"
}