@inproceedings{zeng-etal-2026-illusion,
    title = "The Illusion of Expertise: Narrow Finetuning Induces Persistent Domain Priors in Vision-Language Models",
    author = "Zeng, Qinglin  and
      Zhang, Jusheng  and
      Huang, Jiangqi  and
      Liu, Ningyuan  and
      Xu, Luozhang  and
      Wang, Wenhao  and
      Wang, Keze",
    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.1668/",
    pages = "37926--37947",
    ISBN = "979-8-89176-459-0"
}