Adding bug-inducing commit context to LLM prompts raises correct regression repairs from 9 to 16 of 99 Java bugs (1.8x).
RegRepair: Prompt-based Program Repair for Regression Bugs
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From Empirical Evaluation to Context-Aware Enhancement: Repairing Regression Errors with LLMs
Adding bug-inducing commit context to LLM prompts raises correct regression repairs from 9 to 16 of 99 Java bugs (1.8x).