@inproceedings{tan-etal-2025-decoupled, title = "Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in {MLLM}s", author = "Tan, Chenkun and Wang, Pengyu and Zhou, Shaojun and Jiang, Botian and Li, Zhaowei and Zhang, Dong and Wang, Xinghao and Zhou, Yaqian and Qiu, Xipeng", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.findings-emnlp.1142/", pages = "20954--20970", ISBN = "979-8-89176-335-7" }