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2026	Lecture Notes in Networks and Systems Omar Mansour, Eman Aboelela
2026	SiAraSent: From Features to Deep Transformers for Large-Scale Arabic Sentiment Analysis Big Data and Cognitive Computing Omar Almousa, Yahya Tashtoush, Anas AlSobeh, Plamen Zahariev, Omar Darwish
2026	Advanced of LLM transformers and zero-shot XGBoost for accurate Arabic text insights and profit predictions Journal of Electrical Systems and Information Technology Sally Mohamed Ali Elmorsy
2025	2025 IEEE 11th Information Technology International Seminar (ITIS) Richard Dean Tanjaya, Grace Esther Simanjuntak, Kuncahyo Setyo Nugroho, Mahmud Isnan, Bens Pardamean
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