@inproceedings{xu-etal-2025-personalized, title = "Personalized Generation In Large Model Era: A Survey", author = "Xu, Yiyan and Zhang, Jinghao and Salemi, Alireza and Hu, Xinting and Wang, Wenjie and Feng, Fuli and Zamani, Hamed and He, Xiangnan and Chua, Tat-Seng", 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/landing_page/2025.acl-long.1201/", pages = "24607--24649", ISBN = "979-8-89176-251-0" }