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ImProver 2: Iteratively Self-Improving LMs for Neurosymbolic Proof Optimization

arXiv cs.AI · 2026-05-25 Cached

ImProver 2 is a neurosymbolic framework for automated proof optimization in Lean 4 that uses an expert-iteration pipeline and a scaffold to train a 7B-parameter model, outperforming much larger models and demonstrating that small models can effectively restructure research-level proofs.

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