@inproceedings{gampel-etal-2026-need, title = "Do We Need Large Models for Argument Classification? Revisiting the Role of Model Compression", author = "Gampel, Filip and Olszowski, Rafa{\l} and Pietro{\'n}, Marcin", editor = "Elaraby, Mohamed and Hautli-Janisz, Annette and Romberg, Julia and Musi, Elena and Ruggeri, Federico and Lawrence, John", booktitle = "Proceedings of the 13th Workshop on Argument Mining and Reasoning", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.argmining-1.8/", pages = "66--73", ISBN = "979-8-89176-399-9" }