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2025	Unveiling Arabic named entity recognition using natural language processing with artificial intelligence approach on Moroccan dialect Scientific Reports Wala Bin Subait, Nazir Ahmad, Muhammad Swaileh A. Alzaidi, Mohammed Alqahtani, Asma A. Alhashmi, Nojood O. Aljehane, Mohammed Alshahrani, Shoayee Dlaim Alotaibi
2025	Benchmarking sentiment analysis of algerian arabic dialect on X (Twitter) Journal of King Saud University Computer and Information Sciences Lamia Ouchene, Sadik Bessou
2025	Leveraging pre-trained embeddings in an ensemble machine learning approach for Arabic sentiment analysis Frontiers in Artificial Intelligence Areej Jaber, Israa Bahati, Paloma Martínez