@inproceedings{abdulsattar-ross-2026-arabic, title = "{A}rabic Dialect Translation with Small {LLM}s: Enhancing through Reasoning-Oriented Reinforcement Learning", author = "Abdulsattar, Sohaila and Ross, Keith", editor = "El-Haj, Mo and Rayson, Paul and Jarrar, Mustafa and Ezeani, Ignatius and Ezzini, Saad and Ahmadi, Sina and Haddad, Amal Haddad and Amol, Cynthia and Abdelali, Ahmad and Abudalfa, Shadi", booktitle = "Proceedings of the 2nd Workshop on {NLP} for Languages Using {A}rabic Script", month = mar, year = "2026", address = "Rabat, Morocco", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/eacl-dois/2026.abjadnlp-1.11/", doi = "10.18653/v1/2026.abjadnlp-1.11", pages = "84--99" }