A neuro-symbolic pipeline that compiles LLM reasoning into Prolog, self-audits translation errors versus reasoning errors, and uses counterexample-style evidence to guide iterative repair.
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SymDiag: Explainable Diagnosis for LLM Reasoning via Neuro-Symbolic Verification
A neuro-symbolic pipeline that compiles LLM reasoning into Prolog, self-audits translation errors versus reasoning errors, and uses counterexample-style evidence to guide iterative repair.