Résultats pour « cs.LO »

Beyond LLM Judge: Mechanical Verification for Agentic Autoformalization

We introduce a novel method for verifying Lean formalizations that goes beyond LLM-judged faithfulness. Unlike most verification methods, which rely on LLMs or trained models, our method combines LLM-based semantic review with mechanical numerical and vacuity...