Fine-Tuning Medium-Scale LLMs for Joint Intent Classification and Slot Filling: A Data-Efficient and Cost-Effective Solution for SMEs Maia Aguirre author Ariane Méndez author Arantza del Pozo author Maria Ines Torres author Manuel Torralbo author 2025-01 text Proceedings of the 31st International Conference on Computational Linguistics: Industry Track Owen Rambow editor Leo Wanner editor Marianna Apidianaki editor Hend Al-Khalifa editor Barbara Di Eugenio editor Steven Schockaert editor Kareem Darwish editor Apoorv Agarwal editor Association for Computational Linguistics Abu Dhabi, UAE conference publication aguirre-etal-2025-fine https://aclanthology.org/2025.coling-industry.21/ 2025-01 251 262