@inproceedings{ferrazzi-etal-2026-small, title = "Small {LLM}s for Medical {NLP}: A Systematic Analysis of Few-Shot, Constraint Decoding, Fine-Tuning and Continual Pre-Training in {I}talian", author = "Ferrazzi, Pietro and Franzin, Mattia and Lavelli, Alberto and Magnini, Bernardo", editor = "Piperidis, Stelios and Bel, N{\'u}ria and van den Heuvel, Henk and Ide, Nancy and Krek, Simon and Toral, Antonio", booktitle = "Proceedings of the Fifteenth Language Resources and Evaluation Conference", month = may, year = "2026", address = "Palma de Mallorca, Spain", publisher = "ELRA Language Resource Association", url = "https://aclanthology.org/2026.lrec-1.192/", doi = "10.63317/2c6cyoc8xohu", pages = "2440--2457" }