@inproceedings{chen-etal-2026-relaxing, title = "Relaxing the Constraints: A Dual-Importance Projection Mechanism for Lifelong Model Editing", author = "Chen, Zhenghai and Xu, Senbin and Tan, Jiaxi and Wu, Xinhua and Zhang, Yan and Zheng, Xiawu and Zhang, Shengchuan and Li, Ke and Zhao, Sicheng and Cao, Liujuan and Ji, Rongrong", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1910/", pages = "38308--38333", ISBN = "979-8-89176-395-1" }