@inproceedings{chen-etal-2026-deliberation, title = "Deliberation on Demand: Selective Deep Thinking for Language Agents", author = "Chen, Junnian and Lian, Jianxun and Cao, Qinlu and Liu, Chunlin and Zhang, Jiwei and Zhou, Mingyang and Liao, Hao", 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.1053/", pages = "22303--22331", ISBN = "979-8-89176-462-0" }