@inproceedings{tian-etal-2026-tamedit, title = "{T}am{E}dit: Trajectory-Aware Meta-Learning for Specificity-Preserving Continual Knowledge Editing", author = "Tian, Shiqiang and Ding, Cheng and Chen, Qin and Zhou, Jie and He, Liang", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.979/", pages = "21417--21439", ISBN = "979-8-89176-390-6" }