@inproceedings{polyakov-etal-2025-toolreflection, title = "{T}ool{R}eflection: Improving Large Language Models for Real-World {API} Calls with Self-Generated Data", author = "Polyakov, Gregory and Alimova, Ilseyar and Abulkhanov, Dmitry and Sedykh, Ivan and Bout, Andrey and Nikolenko, Sergey and Piontkovskaya, Irina", editor = "Kamalloo, Ehsan and Gontier, Nicolas and Lu, Xing Han and Dziri, Nouha and Murty, Shikhar and Lacoste, Alexandre", booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/display_plenaries/2025.realm-1.14/", pages = "184--199", ISBN = "979-8-89176-264-0" }