Arabic Language and Large Language Models: A Scoping Review of Development, Applications, Dialectal Representation, Evaluation, and Research Gaps (2021–2026). mudalla. 2026;6(01):589-612. Accessed October 18, 2026. https://proceeding.arab-um.com/index.php/mudalla/article/view/379