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Xioayi Tian

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#natural language process... Preprint Sep 2026

Correct Diagnosis, Better Feedback: A Symbolic-Verifier for Faithful LLM Tutoring Feedback in Logic Proofs

Effective LLM tutoring depends on correctly identifying the specific error in a student's reasoning before generating feedback. We study this problem in propositional-logic proof tutoring, where student actions can be checked against formal inference rules. We introduce a verifier-grounded architecture that separates d...

Tahreem Yasir, A. Mody, Xioayi Tian et al. · 0 citations

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