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Cycle-Consistent Neural Explanation of Formal Verification Certificates

arXiv cs.AI · yesterday Cached

This paper proposes a cycle-consistent neural architecture that generates faithful natural language explanations of formal verification certificates, achieving 90% soundness and 860x faster inference than LLM baselines.

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