4 citations · 4 across the 3 of their papers we have counts for
4 papers
CoHalLo: code hallucination localization via probing hidden layer vector
Nan Jia, Wangchao Sang, Pengfei Lin +4
The localization of code hallucinations aims to identify specific lines of code containing hallucinations, helping developers to improve the reliability of AI-generated code more e…
Comment Traps: How Defective Commented-out Code Augment Defects in AI-Assisted Code Generation
Yuan Huang, Yukang Zhou, Xiangping Chen +1
With the rapid development of large language models in code generation, AI-powered editors such as GitHub Copilot and Cursor are revolutionizing software development practices. At…
Generative Software Engineering
Yuan Huang, Yinan Chen, Xiangping Chen +6
The rapid development of deep learning techniques, improved computational power, and the availability of vast training data have led to significant advancements in pre-trained mode…
Are your comments outdated? Towards automatically detecting code-comment consistency
Yuan Huang, Yinan Chen, Xiangping Chen +1
In software development and maintenance, code comments can help developers understand source code, and improve communication among developers. However, developers sometimes neglect…