@inproceedings{tu-etal-2025-mlan, title = "{MLAN}: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models", author = "Tu, Jianhong and Ni, Zhuohao and Crispino, Nicholas and Yu, Zihao and Bendersky, Michael and Gunel, Beliz and Jia, Ruoxi and Liu, Xin and Lyu, Lingjuan and Song, Dawn and Wang, Chenguang", editor = "Zhang, Yuji and Chen, Canyu and Li, Sha and Geva, Mor and Han, Chi and Wang, Xiaozhi and Feng, Shangbin and Gao, Silin and Augenstein, Isabelle and Bansal, Mohit and Li, Manling and Ji, Heng", booktitle = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)", month = aug, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.knowllm-1.6/", pages = "59--74", ISBN = "979-8-89176-283-1" }