Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija. - Salmane Chafik; Saad Ezzini; Ismail Berrada (COLING Workshops, 2025)

AraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLP. - Ahmed Hasanaath; Aisha Alansari; Ahmed Ashraf; Salmane Chafik; Hamzah Luqman; Saad Ezzini (CoRR, 2025)