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20242026
most citedSPHERE: Scaling Personalized Feedback in Programming Classrooms with Structured Review of LLM Outputs

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cs.AI2026

TutorTrace: A Dataset and Taxonomy for Classifying Learner Behavioral States during AI-Assisted Programming Education

David Barron, Xiaohang Tang, Rezky Dwisantika +4

AI programming tutors provide scalable support, yet lack the behavioral context human tutors rely on to adapt support to learners' needs. We present TutorTrace, a dataset and behav…