Training a code model to produce a failing test before the patch, with reinforcement learning, improves repair success on four Python benchmarks compared with vanilla and SFT baselines.
Ultra-large repair search space with automatically mined templates: The cardumen mode of astor,
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Repair-R1: Better Test Before Repair
Training a code model to produce a failing test before the patch, with reinforcement learning, improves repair success on four Python benchmarks compared with vanilla and SFT baselines.