@inproceedings{phu-etal-2026-pudy, title = "{P}u{D}y at {F}ade{IT}: Enhancing Fine-Grained Fallacy Detection with Hierarchy-Aware Training and Contextual Enrichment", author = "Phu, Duy Dang and Hong, Son Bui and Thin, Dang Van", editor = "Cutugno, Francesco and Miaschi, Alessio and Palmero Aprosio, Alessio and Rambelli, Giulia and Siciliani, Lucia and Stranisci, Marco Antonio", booktitle = "Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for {I}talian. Final Workshop ({EVALITA} 2026)", month = feb, year = "2026", address = "Bari, Italy", publisher = "CEUR Workshop Proceedings", url = "https://aclanthology.org/2026.evalita-1.65/", pages = "709--720", ISBN = "979-12-243-0586-6" }