@inproceedings{dekmak-etal-2025-tutormind, title = "{T}utor{M}ind at {BEA} 2025 Shared Task: Leveraging Fine-Tuned {LLM}s and Data Augmentation for Mistake Identification", author = "Dekmak, Fatima and Khairallah, Christian and Antoun, Wissam", editor = {Kochmar, Ekaterina and Alhafni, Bashar and Bexte, Marie and Burstein, Jill and Horbach, Andrea and Laarmann-Quante, Ronja and Tack, Ana{\"i}s and Yaneva, Victoria and Yuan, Zheng}, booktitle = "Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2025)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.bea-1.96/", pages = "1203--1211", ISBN = "979-8-89176-270-1" }