@inproceedings{aguirre-etal-2025-fine, title = "Fine-Tuning Medium-Scale {LLM}s for Joint Intent Classification and Slot Filling: A Data-Efficient and Cost-Effective Solution for {SME}s", author = "Aguirre, Maia and M{\'e}ndez, Ariane and del Pozo, Arantza and Torres, Maria Ines and Torralbo, Manuel", editor = "Rambow, Owen and Wanner, Leo and Apidianaki, Marianna and Al-Khalifa, Hend and Eugenio, Barbara Di and Schockaert, Steven and Darwish, Kareem and Agarwal, Apoorv", booktitle = "Proceedings of the 31st International Conference on Computational Linguistics: Industry Track", month = jan, year = "2025", address = "Abu Dhabi, UAE", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2025.coling-industry.21/", pages = "251--262" }