Shaista Firdous, and Muhammad Saeed Iqbal. 2025. “Exploring Contemporary Arabic Sentiment Analysis: Methods, Challenges, and Future Trends”. Pakistan Journal of Multidisciplinary Innovation 4 (1):34-48. https://journals.airsd.org/index.php/pjmi/article/view/517.