Examining zero-shot vulnerability repair with large language models

H Pearce, B Tan, B Ahmad, R Karri… - … IEEE Symposium on …, 2023 - ieeexplore.ieee.org
Human developers can produce code with cybersecurity bugs. Can emerging 'smart'code
completion tools help repair those bugs? In this work, we examine the use of large language …

Ai system engineering—key challenges and lessons learned

L Fischer, L Ehrlinger, V Geist, R Ramler… - Machine Learning and …, 2020 - mdpi.com
The main challenges are discussed together with the lessons learned from past and
ongoing research along the development cycle of machine learning systems. This will be …

[HTML][HTML] A decade of code comment quality assessment: A systematic literature review

P Rani, A Blasi, N Stulova, S Panichella, A Gorla… - Journal of Systems and …, 2023 - Elsevier
Code comments are important artifacts in software systems and play a paramount role in
many software engineering (SE) tasks related to maintenance and program comprehension …

Interpretability application of the Just-in-Time software defect prediction model

W Zheng, T Shen, X Chen, P Deng - Journal of Systems and Software, 2022 - Elsevier
Software defect prediction is one of the most active fields in software engineering. Recently,
some experts have proposed the Just-in-time Defect Prediction Technology. Just-in-time …

Categorizing the content of github readme files

GAA Prana, C Treude, F Thung, T Atapattu… - Empirical Software …, 2019 - Springer
README files play an essential role in sha** a developer's first impression of a software
repository and in documenting the software project that the repository hosts. Yet, we lack a …

In-ide generation-based information support with a large language model

D Nam, A Macvean, V Hellendoorn, B Vasilescu… - ar** comments up-to-
date during code change activities requires substantial time and attention. For this reason …

9.6 million links in source code comments: Purpose, evolution, and decay

H Hata, C Treude, RG Kula… - 2019 IEEE/ACM 41st …, 2019 - ieeexplore.ieee.org
Links are an essential feature of the World Wide Web, and source code repositories are no
exception. However, despite their many undisputed benefits, links can suffer from decay …