@inproceedings{pham-etal-2025-fine, title = "How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources", author = "Pham, Anh C. and Thalanki, Mihir and Sun, Michael and Chaloo, Aditya and Gupta, Ankita and Xia, Tian and Mate, Aditya and Nosakhare, Ehi and Srinivasan, Soundararajan", editor = "Potdar, Saloni and Rojas-Barahona, Lina and Montella, Sebastien", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = nov, year = "2025", address = "Suzhou (China)", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-industry.138/", pages = "1970--1981", ISBN = "979-8-89176-333-3" }