@inproceedings{chen-etal-2026-hybrid, title = "Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts", author = "Chen, Yingfa and Thai, Zhen Leng and Zhou, Zihan and Zhang, Zhu and Shen, Xingyu and Wang, Shuo and Xiao, Chaojun and Han, Xu and Liu, Zhiyuan", 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.1946/", pages = "44268--44286", ISBN = "979-8-89176-459-0" }