@inproceedings{xia-etal-2026-unimem, title = "{U}ni{M}em: Complementary Episodic-to-Parametric Memory for Boundary-Agnostic Task Streams", author = "Xia, Siyu and Zhang, Chenheng and Wu, Yanting and Li, Haoxuan and Chai, Jiajun and Wang, Xiaohan and Yin, Guojun and Lin, Wei and Lin, Zhouchen and Zhang, Haifeng and Wang, Jun", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1490/", pages = "34066--34085", ISBN = "979-8-89176-459-0" }