3 papers
cs.SE2025
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…
cs.SE2024
Deep Learning-based Software Engineering: Progress, Challenges, and Opportunities
Xiangping Chen, Xing Hu, Yuan Huang +23
Researchers have recently achieved significant advances in deep learning techniques, which in turn has substantially advanced other research disciplines, such as natural language p…
cs.SE2022
Towards Exploring the Code Reuse from Stack Overflow during Software Development
Yuan Huang, Furen Xu, Haojie Zhou +3
As one of the most well-known programmer Q&A websites, Stack Overflow (i.e., SO) is serving tens of thousands of developers every day. Previous work has shown that many developers…