@inproceedings{peng-etal-2026-beyond, title = "Beyond Prefix Answering: Parallel Infilling Reading for Long Contexts with Diffusion Language Models", author = "Peng, Han and Dong, Zican and Liu, Peiyu and Zou, Jingyuan and Li, Pengfei and Zhao, Xin", 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.282/", pages = "6463--6476", ISBN = "979-8-89176-459-0" }