@inproceedings{bian-etal-2026-membook, title = "{M}em{B}ook: A Hierarchical Reasoning-based Memory Framework for Hallucination-Resistant {LLM} Agents", author = "Bian, Tongshu and li, Yunxin and Xu, Zhenran and Shi, Tianqi and Wang, Longyue and Hu, Baotian and Zhang, Min", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1847/", pages = "39444--39470", ISBN = "979-8-89176-462-0" }