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Large-scale software development has become a highly collaborative and geographically distributed endeavour, especially in open-source software development ecosystems and their associated developer communities. It has given rise to modern…

软件工程 · 计算机科学 2023-05-18 Mairieli Wessel , Tom Mens , Alexandre Decan , Pooya Rostami Mazrae

Sonatype's 2023 report found that 97% of developers and security leads integrate generative Artificial Intelligence (AI), particularly Large Language Models (LLMs), into their development process. Concerns about the security implications of…

软件工程 · 计算机科学 2025-07-24 Sivana Hamer , Marcelo d'Amorim , Laurie Williams

The new capabilities of generative artificial intelligence tools Generative AI, such as ChatGPT, allow users to interact with the system in intuitive ways, such as simple conversations, and receive (mostly) good-quality answers. These…

This bachelor's thesis examines the capabilities of ChatGPT 4 in code generation across 19 programming languages. The study analyzed solution rates across three difficulty levels, types of errors encountered, and code quality in terms of…

软件工程 · 计算机科学 2025-01-07 L. C. Gilbert

ChatGPT, a software seeking to simulate human conversational abilities, is attracting increasing attention. It is sometimes portrayed as a groundbreaking productivity aid, including for creative work. In this paper, we run an experiment to…

计算与语言 · 计算机科学 2023-09-08 Claudia Biancotti , Carolina Camassa

ChatGPT has changed the AI community and an active research line is the performance evaluation of ChatGPT. A key challenge for the evaluation is that ChatGPT is still closed-source and traditional benchmark datasets may have been used by…

计算与语言 · 计算机科学 2024-05-13 Ming Liu , Ran Liu , Ye Zhu , Hua Wang , Youyang Qu , Rongsheng Li , Yongpan Sheng , Wray Buntine

AI-powered education technologies can support students and teachers in computer science education. However, with the recent developments in generative AI, and especially the increasingly emerging popularity of ChatGPT, the effectiveness of…

人工智能 · 计算机科学 2023-12-05 Nora Dunder , Saga Lundborg , Olga Viberg , Jacqueline Wong

Autonomous coding agents are reshaping software development by creating pull requests (PRs) on GitHub, referred to as agentic PRs. In parallel, the review process is also becoming autonomous, thereby making reviewer bots key actors in the…

软件工程 · 计算机科学 2026-04-28 Syeda Kaneez Fatima , Yousuf Abrar , Abdul Rehman Tahir , Amelia Nawaz , Shamsa Abid , Abdul Ali Bangash

Over the last few years, large language models (LLMs) have emerged as the most important breakthroughs in natural language processing (NLP) that fundamentally transform research and developments in the field. ChatGPT represents one of the…

ChatGPT is attracting a cross-field interest as it provides a language interface with remarkable conversational competency and reasoning capabilities across many domains. However, since ChatGPT is trained with languages, it is currently not…

计算机视觉与模式识别 · 计算机科学 2023-03-09 Chenfei Wu , Shengming Yin , Weizhen Qi , Xiaodong Wang , Zecheng Tang , Nan Duan

Large language models that exhibit instruction-following behaviour represent one of the biggest recent upheavals in conversational interfaces, a trend in large part fuelled by the release of OpenAI's ChatGPT, a proprietary large language…

计算与语言 · 计算机科学 2023-07-13 Andreas Liesenfeld , Alianda Lopez , Mark Dingemanse

The growing demand for software developers and the increasing development complexity have emphasized the need for support in software engineering projects. This is especially relevant in light of advancements in artificial intelligence,…

软件工程 · 计算机科学 2023-05-02 Glaucia Melo

Background: Large language models (LLMs) such as ChatGPT are increasingly used in introductory programming courses to provide real-time code generation, debugging, and explanations. While these tools can boost productivity and code quality,…

软件工程 · 计算机科学 2025-10-02 Shiza Andleeb , Brandon Kantorski , Jeffrey C. Carver

ChatGPT is a type of artificial intelligence language model that uses deep learning algorithms to generate human-like responses to text-based prompts. The introduction of the latest ChatGPT version in November of 2022 has caused shockwaves…

计算机与社会 · 计算机科学 2023-05-02 Mohammad Fraiwan , Natheer Khasawneh

The pull-based development is widely adopted in modern open-source software (OSS) projects, where developers propose changes to the codebase by submitting a pull request (PR). However, due to many reasons, PRs in OSS projects frequently…

软件工程 · 计算机科学 2023-04-18 Kazi Amit Hasan , Marcos Macedo , Yuan Tian , Bram Adams , Steven Ding

Despite the well-established importance of feedback in education, the application of Artificial Intelligence (AI)-generated feedback, particularly from language models like ChatGPT, remains understudied in translation education. This study…

人机交互 · 计算机科学 2024-10-14 Simin Xu , Yanfang Su , Kanglong Liu

Recently, the ChatGPT LLM has received great attention: it can be used as a bot for discussing source code, prompting it to suggest changes, provide descriptions or even generate code. Typical demonstrations generally focus on existing…

软件工程 · 计算机科学 2023-09-01 Haoye Tian , Weiqi Lu , Tsz On Li , Xunzhu Tang , Shing-Chi Cheung , Jacques Klein , Tegawendé F. Bissyandé

ChatGPT is an AI language model developed by OpenAI that can understand and generate human-like text. It can be used for a variety of use cases such as language generation, question answering, text summarization, chatbot development,…

The pull-based development process has become prevalent on platforms such as GitHub as a form of distributed software development. Potential contributors can create and submit a set of changes to a software project through pull requests.…

软件工程 · 计算机科学 2018-12-18 Damien Legay , Alexandre Decan , Tom Mens

Developer contribution guidelines are used in social coding sites like GitHub to explain and shape the process a project expects contributors to follow. They set standards for all participants and "save time and hassle caused by improperly…

软件工程 · 计算机科学 2019-08-08 Omar Elazhary , Margaret-Anne Storey , Neil Ernst , Andy Zaidman