@inproceedings{laskar-etal-2026-sft, title = "{SFT} or {RL} for Tool-Calling Agents? A Controlled Study Across Data, Method, and Scale", author = "Laskar, Md Tahmid Rahman and Fu, Xue-Yong and Nagabhushan, Shashi Bhushan Tyamagondlu", editor = "Kamalloo, Ehsan and Gontier, Nicolas and Rozanov, Nikolai and Hashemzadeh, Maryam and Arora, Akhil", booktitle = "Proceedings of the Second Workshop for {RE}search on Agent Language Models ({REALM} 2026)", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.realm-1.90/", pages = "1280--1286", ISBN = "979-8-89176-485-9" }