Impact of Large Language Models of Code on Fault Localization

Title: Impact of Large Language Models of Code on Fault Localization Authors: Suhwan Ji; Sanghwa Lee; Changsup Lee; Hyeonseung Im; Yo-Sub Han Year: 2024 Source: arXiv:2408.09657 Local PDF: library/pdfs/2024-impact-of-large-language-models-of-code-on-fault-localization.pdf Local fulltext: library/fulltexts/2024-impact-of-large-language-models-of-code-on-fault-localization.txt Short note: Studies fine-tuned large language models for fault localization using Defects4J methods. Relevant to LLM-based fault localization baselines and benchmark framing.