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#natural language process... Conference Apr 2026

MisEdu-RAG: A Misconception-Aware Dual-Hypergraph RAG for Novice Math Teachers

A dual-hypergraph-based retrieval-augmented generation (RAG) framework that organizes pedagogical knowledge as a concept hypergraph and real student mistake cases as an instance hypergraph, MisEdu-RAG demonstrates strong potential for scalable teacher training and AI-assisted instruction for misconception handling.

Zhihan Guo, Rundong Xue, Yuting Lu et al. · 0 citations

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