@inproceedings{chai-etal-2026-prefix, title = "Prefix-Adaptive Block Diffusion for Efficient Document Recognition", author = "Chai, Mingxu and Shen, Ziyu and Liu, Chenyu and Kang, Jihua and Gui, Tao and Zhang, Qi", 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.870/", pages = "20124--20138", ISBN = "979-8-89176-459-0" }