Casablanca: Data and Models for Multidialectal Arabic Speech Recognition. - Bashar Talafha; Karima Kadaoui; Samar Mohamed Magdy; Mariem Habiboullah; Chafei Mohamed Chafei; Ahmed Oumar El-Shangiti; Hiba Zayed; Mohamedou Cheikh Tourad; Rahaf Alhamouri; Rwaa Assi; Aisha Alraeesi; Hour Mohamed; et al. (EMNLP, 2024)

Casablanca: Data and Models for Multidialectal Arabic Speech Recognition. - Bashar Talafha; Karima Kadaoui; Samar Mohamed Magdy; Mariem Habiboullah; Chafei Mohamed Chafei; Ahmed Oumar El-Shangiti; Hiba Zayed; Mohamedou Cheikh Tourad; Rahaf Alhamouri; Rwaa Assi; Aisha Alraeesi; Hour Mohamed; et al. (CoRR, 2024)

Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs. - Fakhraddin Alwajih; Abdellah El Mekki; Samar Mohamed Magdy; AbdelRahim A. Elmadany; Omer Nacar; El Moatez Billah Nagoudi; Reem Abdel-Salam; Hanin Atwany; Youssef Nafea; Abdulfattah Mohammed Yahya; Rahaf Alhamouri; Hamzah A. Alsayadi; et al. (ACL (1), 2025)

Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset. - Fakhraddin Alwajih; Samar Mohamed Magdy; Abdellah El Mekki; Omer Nacar; Youssef Nafea; Safaa Taher Abdelfadil; Abdulfattah Mohammed Yahya; Hamzah Luqman; Nada AlMarwani; Samah Aloufi; Baraah Qawasmeh; Houdaifa Atou; et al. (CoRR, 2025)