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

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cs.HC2025

REVA: Supporting LLM-Generated Programming Feedback Validation at Scale Through User Attention-based Adaptation

Xiaohang Tang, Sam Wong, Zicheng He +2

This paper introduces REVA, a human-AI system that expedites instructor review of voluminous AI-generated programming feedback by sequencing submissions to minimize cognitive conte…