@inproceedings{zhu-yuan-2026-llms, title = "When {LLM}s Forget What They Believe: Characterizing State Integrity Collapse in Long-Horizon Dialogues", author = "Zhu, Yancheng and Yuan, Yifan", 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.583/", pages = "13334--13350", ISBN = "979-8-89176-459-0" }