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2025	Explainable Deep Learning for COVID-19 Vaccine Sentiment in Arabic Tweets Using Multi-Self-Attention BiLSTM with XLNet Big Data and Cognitive Computing Asmaa Hashem Sweidan, Nashwa El-Bendary, Shereen A. Taie, Amira M. Idrees, Esraa Elhariri
2025	Benchmark Arabic news posts and analyzes Arabic sentiment through RMuBERT and SSL with AMCFFL technique Egyptian Informatics Journal Mustafa Mhamed, Richard Sutcliffe, Jun Feng
2025	Transformer-based ensemble model for dialectal Arabic sentiment classification PeerJ Computer Science Omar Mansour, Eman Aboelela, Remon Talaat, Mahmoud Bustami
2025	Computational tools and data integration to accelerate vaccine development: challenges, opportunities, and future directions Frontiers in Immunology Lindsey N. Anderson, Charles Tapley Hoyt, Jeremy D. Zucker, Andrew D. McNaughton, Jeremy R. Teuton, Klas Karis, Natasha N. Arokium-Christian, Jackson T. Warley, Zachary R. Stromberg, Benjamin M. Gyori, Neeraj Kumar
2025	Unveiling Topics and Emotions in Arabic Tweets Surrounding the COVID-19 Pandemic: Topic Modeling and Sentiment Analysis Approach JMIR Infodemiology Farah Alshanik, Rawand Khasawneh, Alaa Dalky, Ethar Qawasmeh
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