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cs.AI 1

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2025 1

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ProofCompass: Enhancing Specialized Provers with LLM Guidance

cs.AI · 2025-07-18 · conditional · novelty 5.0

A hybrid method uses LLM-generated proof strategies and lemma selection to raise a specialized Lean prover's miniF2F pass rate to 55.3% at 128 attempts, above the baseline's 54.9% at 3200 attempts.

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  • ProofCompass: Enhancing Specialized Provers with LLM Guidance cs.AI · 2025-07-18 · conditional · none · ref 5

    A hybrid method uses LLM-generated proof strategies and lemma selection to raise a specialized Lean prover's miniF2F pass rate to 55.3% at 128 attempts, above the baseline's 54.9% at 3200 attempts.