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This research-to-practice full paper was inspired by the persistent challenge in effective communication among engineering students. Public speaking is a necessary skill for future engineers as they have to communicate technical knowledge…

Building custom data analysis platforms traditionally requires extensive software engineering expertise, limiting accessibility for many researchers. Here, I demonstrate that modern large language models (LLMs) and autonomous coding agents…

其他定量生物学 · 定量生物学 2025-10-14 Jesse G. Meyer

For English as a Foreign Language (EFL) learners, code-switching (CSW), or alternating between their native language and the target language (English), can lower anxiety and ease communication barriers. Large language models (LLMs), with…

人机交互 · 计算机科学 2025-12-30 Junyeong Park , Jieun Han , Yeon Su Park , Youngbin Lee , Suin Kim , Juho Kim , Alice Oh , So-Yeon Ahn

Computer programming (coding) is indispensable for researchers across disciplines, yet it remains challenging to learn and time-consuming to carry out. Generative AI, particularly large language models (LLMs), has the potential to transform…

计算机与社会 · 计算机科学 2024-11-19 Tonghe Zhuang , Zhicheng Lin

Generative AI enables rapid ``vibe coding," where natural language prompts yield working software systems. While this lowers barriers to software creation, it also collapses the boundary between prototypes and engineered software, leading…

软件工程 · 计算机科学 2025-11-12 Jürgen Cito , Dominik Bork

AI coding agents select frameworks, scaffold infrastructure, and wire integrations, often in seconds. These are architectural decisions, yet almost no one reviews them as such. We identify five mechanisms by which agents make implicit…

软件工程 · 计算机科学 2026-04-08 Phongsakon Mark Konrad , Tim Lukas Adam , Riccardo Terrenzi , Serkan Ayvaz

The emergence of vibe coding, a paradigm where non-technical users instruct Large Language Models (LLMs) to generate executable codes via natural language, presents both significant opportunities and severe risks for the construction…

软件工程 · 计算机科学 2026-04-28 S M Jamil Uddin

While natural language understanding (NLU) is advancing rapidly, today's technology differs from human-like language understanding in fundamental ways, notably in its inferior efficiency, interpretability, and generalization. This work…

计算与语言 · 计算机科学 2020-07-10 Ronen Tamari , Chen Shani , Tom Hope , Miriam R. L. Petruck , Omri Abend , Dafna Shahaf

This paper studies interpretable and fair artificial intelligence architectures for understanding English reading. Introduced transformer-based models, integrating advanced attention mechanisms and gradient-based feature attribution. The…

计算与语言 · 计算机科学 2026-04-28 Ping Li

The landscape of educational practices for teaching and learning languages has been predominantly centered around outcome-driven approaches. The recent accessibility of large language models has thoroughly disrupted these approaches. As we…

计算机与社会 · 计算机科学 2023-04-28 Badri Adhikari

Mastering one or more programming languages has historically been the gateway to implementing ideas on a computer. Today, that gateway is widening with advances in large language models (LLMs) and artificial intelligence (AI)-powered coding…

计算机与社会 · 计算机科学 2025-11-25 Douglas C. Schmidt , Dan Runfola

Generative AI tools such as ChatGPT now provide novice programmers with unprecedented access to instant, personalized support. While this holds clear promise, their influence on students' metacognitive processes remains underexplored.…

人机交互 · 计算机科学 2025-11-07 Boxuan Ma , Huiyong Li , Gen Li , Li Chen , Cheng Tang , Yinjie Xie , Chenghao Gu , Atsushi Shimada , Shin'ichi Konomi

The increasing use of Generative Artificial Intelligence (GAI) tools in education highlights the need to understand their influence on individuals' thinking processes and agency. This research explored 20 university students' interaction…

人机交互 · 计算机科学 2024-12-02 Tianlong Zhong , Gaoxia Zhu , Kang You Lim , Yew Soon Ong

Introductory programming courses often emphasize mastering syntax and basic constructs before progressing to more complex and interesting programs. This bottom-up approach can be frustrating for novices, shifting the focus away from problem…

计算机与社会 · 计算机科学 2024-10-07 Chris Kerslake , Paul Denny , David H Smith , James Prather , Juho Leinonen , Andrew Luxton-Reilly , Stephen MacNeil

Vibe researching is an emerging paradigm in which human researchers provide high-level direction and critical judgment while LLM-based agents handle the labor-intensive execution of literature review, experimentation, data analysis, and…

计算机与社会 · 计算机科学 2026-04-02 Yebo Feng , Yang Liu

Recent advances in large language models (LLMs) have given rise to vibe coding, a style of software development where developers rely on AI coding assistants to generate, modify, and refactor code using natural language instructions. While…

软件工程 · 计算机科学 2026-03-18 Song Wang

Vibe coding, a term coined by Andrej Karpathy in February 2025, has quickly become a compelling and controversial natural language programming paradigm in AI-assisted software development. Centered on iterative co-design with an AI…

软件工程 · 计算机科学 2025-09-17 Veronica Pimenova , Sarah Fakhoury , Christian Bird , Margaret-Anne Storey , Madeline Endres

Technology advancements made it easy to measure non-invasive and high-quality electroencephalograph (EEG) signals from human's brain. Hence, development of robust and high-performance AI algorithms becomes crucial to properly process the…

机器学习 · 计算机科学 2022-02-21 Parisa Ghane , Gahangir Hossain

Research shows that dialogue, the interactive process through which participants articulate their thinking, plays a central role in constructing shared understanding, coordinating action, and shaping learning outcomes in teams. Analysing…

Coding forms a key part of computer science education in universities. As part of this education, Integrated Development Environments (IDEs) are essential tools for coding. However, it is currently unknown how the design of an IDE's…

人机交互 · 计算机科学 2025-06-13 Luke Halpin , Phillip Benachour , Tracy Hall , Ann-Marie Houghton , Emily Winter