@inproceedings{zhao-etal-2026-tools, title = "When Tools Hurt {LLM} Reasoning: State-Dependent Belief Revision under External Evidence", author = "Zhao, Yufeng and Liu, Junnan and Liu, Hongwei and Zhu, Dongsheng and Shen, Yuan and Zhang, Songyang and Chen, Kai", 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.446/", pages = "9361--9385", ISBN = "979-8-89176-462-0" }