renzume on Nostr: Language models can effectively perform listwise document ranking, particularly ...

Language models can effectively perform listwise document ranking, particularly useful in identifying N-day vulnerabilities through patch diffing. The technique transforms complex security problems into document ranking tasks, demonstrated successfully in locating vulnerable functions among patch diffs using GPT-4 mini with minimal cost and time.
https://noperator.dev/posts/document-ranking-for-complex-problems/
#llmtechnology #securityresearch #patchanalysis #vulnerabilitydetection #documentranking