Optimizing Fact Selection for Effective LLM-Based Program Repair

Determining the optimal set of facts to include in prompts is crucial for maximizing the performance of LLM-based automated program repair. Each fact contributes positively to fixing some bugs, but adding too many facts can degrade the LLM's performance.