Improving LLM Code Reasoning via Semantic Equivalence Self-Play with Formal Verification
arXiv:2604.17010v1 Announce Type: new
Abstract: We introduce a self-play framework for semantic equivalence in Haskell, utilizing formal verification to guide adversarial training between a generator and an evaluator. The framework leverages Liquid Ha…