@inproceedings{bi-etal-2025-llava, title = "{LL}a{VA} Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering", author = "Bi, Jinhe and Wang, Yujun and Chen, Haokun and Xiao, Xun and Hecker, Artur and Tresp, Volker and Ma, Yunpu", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingestion-acl-25/2025.acl-long.739/", pages = "15230--15250", ISBN = "979-8-89176-251-0" }