ReCode improves LLM-based code repair by combining algorithm-type prediction with dual-encoder retrieval of authentic bug-fix pairs, and introduces RACodeBench for evaluation.
IEEE Transactions on Software Engineering 48, 4 (2020), 1385–1399
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ReCode: Improving LLM-based Code Repair with Fine-Grained Retrieval-Augmented Generation
ReCode improves LLM-based code repair by combining algorithm-type prediction with dual-encoder retrieval of authentic bug-fix pairs, and introduces RACodeBench for evaluation.