@inproceedings{wu-etal-2025-dynamic, title = "Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified {S}eq2{S}eq Generation Framework", author = "Wu, Zihao and Hua, YongXiang and Zhu, Yongxin and Zhang, Fang and Xu, Linli", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.findings-acl.172/", pages = "3294--3306", ISBN = "979-8-89176-256-5" }