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Compiler-Guided Adaptive Proof Search with Cross-Model Synergy on Context-Dependent Theorem Proving
Author1, Author2, Author3, Author4, Author5
theorem provingadaptive searchcompiler-guidedLean 4
2608.18084
Builder Relevance
1h ago80%
Abstract
This paper presents a framework for adaptive proof search in theorem proving that balances exploration and exploitation to improve proof effectiveness and efficiency.
Reality Card
Core Claim
The proposed method improves the average pass rate by 12.8 percentage points while reducing LLM calls by 21.9% within a pass@32 budget.
Method / Result
Achieved a better effectiveness-efficiency tradeoff than pass@k baselines.
Limitations
The method's performance may vary based on project-specific contexts and the selection of starting points.
Paper to code
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