PatchSeeker maps NVD vulnerability records to their fixing commits by embedding CVE descriptions and LLM-generated commit summaries, outperforming prior tools by up to 59.3% in MRR and 27.9% in Recall@10.
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PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings
PatchSeeker maps NVD vulnerability records to their fixing commits by embedding CVE descriptions and LLM-generated commit summaries, outperforming prior tools by up to 59.3% in MRR and 27.9% in Recall@10.