@inproceedings{alali-issam-2026-maastricht, title = "Maastricht University at {AMIYA}: Adapting {LLM}s for Dialectal {A}rabic using Fine-tuning and {MBR} Decoding", author = "Alali, Abdulhai and Issam, Abderrahmane", editor = {Scherrer, Yves and Aepli, No{\"e}mi and Blaschke, Verena and Jauhiainen, Tommi and Ljube{\v{s}}i{\'c}, Nikola and Nakov, Preslav and Tiedemann, J{\"o}rg and Zampieri, Marcos}, booktitle = "Proceedings of the 13th Workshop on {NLP} for Similar Languages, Varieties and Dialects", month = mar, year = "2026", address = "Rabat, Morocco", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/eacl-dois/2026.vardial-1.28/", doi = "10.18653/v1/2026.vardial-1.28", pages = "352--358" }