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Fix, Not Just Resample: Bounded Compiler-Guided Repair in Lean 4
Automated theorem provers often rely on sampling language models, but proof assistants like Lean reject each failed step with a precise error message --- information that pure sampling discards. To overcome this, we introduce a bounded, online step-level repair module. Our search samples $K$ candida
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