Chansaeng T, Laosen N, Nissaidee B, Jarupunphol P. Automated Sentiment Intelligence for Educational Quality Assurance: A Topic–Sentiment Framework for Thai Student Feedback with Deep Model Instantiations. AIA. Published online July 7, 2026. doi:10.47852/bonviewAIA62029502