Shaista Firdous, and Muhammad Saeed Iqbal. “Exploring Contemporary Arabic Sentiment Analysis: Methods, Challenges, and Future Trends”. Pakistan Journal of Multidisciplinary Innovation, vol. 4, no. 1, Mar. 2025, pp. 34-48, https://journals.airsd.org/index.php/pjmi/article/view/517.