MemFL gives an LLM static project summaries and dynamic debugging tips, and reports a 12.7% Top-1 accuracy gain over LLM fault localization baselines on Defects4J with lower time and cost.
Impact of large language models of code on fault localization,
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Improving LLM-Based Fault Localization with External Memory and Project Context
MemFL gives an LLM static project summaries and dynamic debugging tips, and reports a 12.7% Top-1 accuracy gain over LLM fault localization baselines on Defects4J with lower time and cost.