Dense per-turn pass-ratio rewards improve multi-turn code repair (Pass@3) without changing first-attempt accuracy, across six models on LiveCodeBench.
K.; Gonzalez-Pumariega, G.; Chen, W.; Rush, A
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TaPR: Test-Aware Policy Refinement for Feedback-Conditioned Code Generation
Dense per-turn pass-ratio rewards improve multi-turn code repair (Pass@3) without changing first-attempt accuracy, across six models on LiveCodeBench.