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Yuan-Yuan Wu

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Review Open access Oct 2026

Human-in-the-Loop Educational Feedback Analysis Through Topic Model Benchmarking and Generative AI Interpretation

Open-ended Student Evaluations of Teaching (SET) provide rich information about students’ learning experiences and instructional needs, yet their large-scale analysis remains difficult to conduct through manual coding alone. This study proposes a human-in-the-loop artificial intelligence framework for transforming open...

Jing-Dan Liu, Xu-Jie Bao, Yuan-Yuan Wu et al. · 0 citations

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