From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education
arXiv, Under Review
Yi-Fan Zhang, Hang Li, Dingjie Song, Lichao Sun, Tianlong Xu, Qingsong Wen
TL;DR MathCCS benchmarks student error diagnosis and personalized feedback, while a collaborative agent framework combines learning history with multimodal analysis to improve error classification and generate more useful suggestions.