@inproceedings{zou-etal-2026-detect, title = "Detect, Remask, Repair: Diffusion Editing for Faithful Summarization of Evolving Contexts", author = "Zou, Hao and Horvitz, Zachary and Karthick, Chandhru and Yu, Zhou and McKeown, Kathleen", 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.1876/", pages = "42763--42784", ISBN = "979-8-89176-459-0" }