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相关论文: Practices and Challenges of Using GitHub Copilot: …

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The advent of Foundation Models (FMs) and AI-powered copilots has transformed the landscape of software development, offering unprecedented code completion capabilities and enhancing developer productivity. However, the current task-driven…

软件工程 · 计算机科学 2024-04-17 Ahmed E. Hassan , Gustavo A. Oliva , Dayi Lin , Boyuan Chen , Zhen Ming , Jiang

A great part of software development involves conceptualizing or communicating the underlying procedures and logic that needs to be expressed in programs. One major difficulty of programming is turning concept into code, especially when…

软件工程 · 计算机科学 2021-09-23 Frank F. Xu , Bogdan Vasilescu , Graham Neubig

Programming students have a widespread access to powerful Generative AI tools like ChatGPT. While this can help understand the learning material and assist with exercises, educators are voicing more and more concerns about an overreliance…

人机交互 · 计算机科学 2025-02-24 Christian Rahe , Walid Maalej

The research applies AI-driven code assistants to analyze a selection of influential computer code that has shaped modern technology, including email, internet browsing, robotics, and malicious software. The original contribution of this…

机器学习 · 计算机科学 2023-01-10 David Noever , Kevin Williams

In recent years, with the rapid advancement of large language models (LLMs), multi-agent systems have become increasingly more capable of practical application. At the same time, the software development industry has had a number of new…

软件工程 · 计算机科学 2024-10-30 Cory Hymel , Sida Peng , Kevin Xu , Charath Ranganathan

Due to the substantial number of enrollments in programming courses, a key challenge is delivering personalized feedback to students. The nature of this feedback varies significantly, contingent on the subject and the chosen evaluation…

软件工程 · 计算机科学 2024-09-12 Pedro Orvalho , Mikoláš Janota , Vasco Manquinho

AI-based code review tools automatically review and comment on pull requests to improve code quality. Despite their growing presence, little is known about their actual impact. We present a large-scale empirical study of 16 popular AI-based…

软件工程 · 计算机科学 2026-04-28 Kexin Sun , Hongyu Kuang , Sebastian Baltes , Xin Zhou , He Zhang , Xiaoxing Ma , Guoping Rong , Dong Shao , Christoph Treude

Interdisciplinary teaching is a cornerstone of modern curriculum reform, but its implementation is hindered by challenges in knowledge integration and time-consuming lesson planning. Existing tools often lack the required pedagogical and…

计算机与社会 · 计算机科学 2025-10-24 Huazhen Wang , Huimin Yang , Hainbin Lin , Yan Dong , Lili Chen , Liangliang Xia , Wenwen Xu

The aim of this study is to evaluate the performance of AI-assisted programming in actual mobile development teams that are focused on native mobile languages like Kotlin and Swift. The extensive case study involves 16 participants and 2…

软件工程 · 计算机科学 2023-09-26 Mircea-Serban Vasiliniuc , Adrian Groza

Despite widespread adoption, the impact of AI tools on software development in the wild remains understudied. We conduct a randomized controlled trial (RCT) to understand how AI tools at the February-June 2025 frontier affect the…

人工智能 · 计算机科学 2025-07-28 Joel Becker , Nate Rush , Elizabeth Barnes , David Rein

Programmers often seek help from Q\&A websites to resolve issues they encounter during programming. Stack Overflow has been a widely used platform for this purpose for over a decade. Recently, revolutionary AI-powered platforms like ChatGPT…

软件工程 · 计算机科学 2023-08-29 Jinrun Liu , Xinyu Tang , Linlin Li , Panpan Chen , Yepang Liu

Context. The rise of generative AI (GenAI) tools like ChatGPT and GitHub Copilot has transformed how software is learned and written. In software engineering (SE) education, these tools offer new opportunities for support, but also raise…

软件工程 · 计算机科学 2025-12-05 Qiaolin Qin , Ronnie de Souza Santos , Rodrigo Spinola

Since the launch of ChatGPT in 2022, an increasing number of ChatGPT-related projects are being published on GitHub, sparking widespread discussions. However, GitHub does not provide a detailed classification of these projects to help users…

软件工程 · 计算机科学 2024-08-13 Zheng Lin , Neng Zhang , Chao Liu , Zibin Zheng

Automating the adaptation of software engineering (SE) research artifacts across datasets is essential for scalability and reproducibility, yet it remains largely unstudied. Recent advances in large language model (LLM)-based multi-agent…

软件工程 · 计算机科学 2025-11-27 Jingyi Chen , Xiaoyan Guo , Songqiang Chen , Shing-Chi Cheung , Jiasi Shen

The Genomic Data Commons (GDC) provides access to high quality, harmonized cancer genomics data through a unified curation and analysis platform centered around patient cohorts. While GDC users can interactively create complex cohorts…

计算与语言 · 计算机科学 2025-12-08 Steven Song , Anirudh Subramanyam , Zhenyu Zhang , Aarti Venkat , Robert L. Grossman

Automated documentation of programming source code and automated code generation from natural language are challenging tasks of both practical and scientific interest. Progress in these areas has been limited by the low availability of…

计算与语言 · 计算机科学 2017-07-10 Antonio Valerio Miceli Barone , Rico Sennrich

The advent of automation in particular Software Engineering (SE) tasks has transitioned from theory to reality. Numerous scholarly articles have documented the successful application of Artificial Intelligence to address issues in areas…

软件工程 · 计算机科学 2023-05-26 Nathalia Nascimento , Paulo Alencar , Donald Cowan

Generative AI agents are reshaping human-computer interaction, shifting users from direct task execution to supervising machine-driven actions, especially the rise of "vibe coding" in programming. Yet little is known about how screen reader…

人机交互 · 计算机科学 2025-12-12 Nan Chen , Luna K. Qiu , Arran Zeyu Wang , Zilong Wang , Yuqing Yang

While the field of NL2SQL has made significant advancements in translating natural language instructions into executable SQL scripts for data querying and processing, achieving full automation within the broader data science pipeline -…

人工智能 · 计算机科学 2024-08-01 Yuan Liao , Jiang Bian , Yuhui Yun , Shuo Wang , Yubo Zhang , Jiaming Chu , Tao Wang , Kewei Li , Yuchen Li , Xuhong Li , Shilei Ji , Haoyi Xiong

Identity-based software signing tools aim to make software artifact provenance verifiable while reducing the operational burden of long-lived key management. However, there is limited cross-tool longitudinal evidence about which usability…

软件工程 · 计算机科学 2026-03-19 Kelechi G. Kalu , Hieu Tran , Santiago Torres-Arias , Sooyeon Jeong , James C. Davis
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