@inproceedings{fang-sun-2026-adatir, title = "{A}da{TIR}: Adaptive Tool-Integrated Reasoning via Difficulty-Aware Policy Optimization", author = "Fang, Zhaiyu and Sun, Ruipeng", 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.567/", pages = "11945--11961", ISBN = "979-8-89176-462-0" }