@inproceedings{staruch-2025-uam, title = "{UAM}-{CSI} at {M}ulti{GEC}-2025: Parameter-efficient {LLM} Fine-tuning for Multilingual Grammatical Error Correction", author = "Staruch, Ryszard", editor = "Mu{\~n}oz S{\'a}nchez, Ricardo and Alfter, David and Volodina, Elena and Kallas, Jelena", booktitle = "Proceedings of the 14th Workshop on Natural Language Processing for Computer Assisted Language Learning", month = mar, year = "2025", address = "Tallinn, Estonia", publisher = "University of Tartu Library", url = "https://preview.aclanthology.org/fix-sig-urls/2025.nlp4call-1.3/", pages = "42--49", ISBN = "978-9908-53-112-0" }