Automated question title reformulation by mining modification logs from stack overflow

K Liu, X Chen, C Chen, X Xie… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In Stack Overflow, developers may not clarify and summarize the critical problems in the
question titles due to a lack of domain knowledge or poor writing skills. Previous studies …

A Closer Look at Different Difficulty Levels Code Generation Abilities of ChatGPT

D Yan, Z Gao, Z Liu - 2023 38th IEEE/ACM International …, 2023 - ieeexplore.ieee.org
Code generation aims to generate source code implementing human requirements
illustrated with natural language specifications. With the rapid development of intelligent …

TopicAns: Topic-informed Architecture for Answer Recommendation on Technical Q&A Site

Y Yang, W He, C Gao, Z Xu, X Xia, C Liu - ACM Transactions on …, 2023 - dl.acm.org
Technical Q&A sites, such as Stack Overflow and Ask Ubuntu, have been widely utilized by
software engineers to seek support for development challenges. However, not all the raised …

Diverse title generation for Stack Overflow posts with multiple-sampling-enhanced transformer

F Zhang, J Liu, Y Wan, X Yu, X Liu, J Keung - Journal of Systems and …, 2023 - Elsevier
Stack Overflow is one of the most popular programming communities where developers can
seek help for their encountered problems. Nevertheless, if inexperienced developers fail to …

Automatic bi-modal question title generation for Stack Overflow with prompt learning

S Yang, X Chen, K Liu, G Yang, C Yu - Empirical Software Engineering, 2024 - Springer
When drafting question posts for Stack Overflow, developers may not accurately summarize
the core problems in the question titles, which can cause these questions to not get timely …

Automating TODO-missed Methods Detection and Patching

Z Gao, Y Su, X Hu, X Xia - arXiv preprint arXiv:2405.06225, 2024 - arxiv.org
TODO comments are widely used by developers to remind themselves or others about
incomplete tasks. In other words, TODO comments are usually associated with temporary or …

Easy over Hard: A Simple Baseline for Test Failures Causes Prediction

Z Gao, Z Xue, X Hu, W Shang, X Xia - Companion Proceedings of the …, 2024 - dl.acm.org
The test failure causes analysis is critical since it determines the subsequent way of
handling different types of bugs, which is the prerequisite to get the bugs properly analyzed …

How Do OSS Developers Utilize Architectural Solutions from Q&A Sites: An Empirical Study

MJ de Dieu, P Liang, M Shahin - arXiv preprint arXiv:2404.05041, 2024 - arxiv.org
Developers utilize programming-related knowledge (eg, code snippets) on Q&A sites (eg,
Stack Overflow) that functionally matches the programming problems they encounter in their …

How Do Users Revise Architectural Related Questions on Stack Overflow: An Empirical Study

MJ de Dieu, P Liang, M Shahin, AA Khan - arXiv preprint arXiv …, 2024 - arxiv.org
Technical Questions and Answers (Q&A) sites, such as Stack Overflow (SO), accumulate a
significant variety of information related to software development in posts from users. To …

Are Human Rules Necessary? Generating Reusable APIs with CoT Reasoning and In-Context Learning

Y Mai, Z Gao, X Hu, L Bao, Y Liu, J Sun - arXiv preprint arXiv:2405.03509, 2024 - arxiv.org
Inspired by the great potential of Large Language Models (LLMs) for solving complex coding
tasks, in this paper, we propose a novel approach, named Code2API, to automatically …