Baidu Geek Talk
Nov 2, 2023 · Artificial Intelligence
AI-Powered Code Defect Detection: Leveraging Code Knowledge Graphs and Large Language Models
The paper presents an AI‑driven static analysis framework that builds code knowledge graphs to extract relevant slices and leverages large language models for multilingual defect prediction, achieving up to 80% F1, detecting 662 defects across 1,100 C++ modules with a 26.9% recall gain over traditional rule‑based scanners.
BERTMachine Learningcode defect detection
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