Multiscale cascaded domain-based approach for Arabic fake reviews detection in e-commerce platforms. - Nour Qandos; Ghadir Hamad; Maitha Alharbi; Shatha Alturki; Waad Alharbi; Arwa A. Albelaihi (J. King Saud Univ. Comput. Inf. Sci., 2024)

Towards Inclusive Arabic LLMs: A Culturally Aligned Benchmark in Arabic Large Language Model Evaluation. - Omer Nacar; Serry Taiseer Sibaee; Samar Ahmed; Safa Ben Atitallah; Adel Ammar; Yasser AlHabashi; Abdulrahman S. Al-Batati; Arwa Alsehibani; Nour Qandos; Omar Elshehy; Mohamed Abdelkader; Anis Koubaa (COLING Workshops, 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)