ConAIR iteratively corrects the most inconsistent LLM-generated test with user feedback, then repairs code, achieving large Pass@1 gains on HumanEval, HumanEval+, and MBPP in simulation.
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ConAIR:Consistency-Augmented Iterative Interaction Framework to Enhance the Reliability of Code Generation
ConAIR iteratively corrects the most inconsistent LLM-generated test with user feedback, then repairs code, achieving large Pass@1 gains on HumanEval, HumanEval+, and MBPP in simulation.