Execution traces in prompts give inconsistent gains for LLM-based program repair, while LLM-optimized trace summaries improve consistency.
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Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs
Execution traces in prompts give inconsistent gains for LLM-based program repair, while LLM-optimized trace summaries improve consistency.