@inproceedings{zhao-etal-2026-mechanism,
    title = "Mechanism-Level Evaluation for Vision-Language Models: Controlled Activation-Replacement Diagnosis of Gender Bias",
    author = "Zhao, Zhipeng  and
      Wang, Wenxu  and
      Liu, Peishun  and
      Tang, Ruichun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.139/",
    pages = "2870--2888",
    ISBN = "979-8-89176-462-0"
}