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Natural language generation (NLG) is a process within artificial intelligence where computer systems produce human-comprehensible language texts from information. English as a foreign language (EFL) students' use of NLG tools might…

计算机与社会 · 计算机科学 2023-06-02 David James Woo , Yanzhi Wang , Hengky Susanto , Kai Guo

Novice programmers are increasingly relying on Large Language Models (LLMs) to generate code for learning programming concepts. However, this interaction can lead to superficial engagement, giving learners an illusion of learning and…

人机交互 · 计算机科学 2024-10-14 Majeed Kazemitabaar , Oliver Huang , Sangho Suh , Austin Z. Henley , Tovi Grossman

Vast improvements in natural language understanding and speech recognition have paved the way for conversational interaction with computers. While conversational agents have often been used for short goal-oriented dialog, we know little…

人机交互 · 计算机科学 2020-08-20 Jessica Van Brummelen , Kevin Weng , Phoebe Lin , Catherine Yeo

Modern computing students often rely on both natural-language prompting and manual code editing to solve programming tasks. Yet we still lack a clear understanding of how these two modes are combined in practice, and how their usage varies…

Advances in language modeling have paved the way for novel human-AI co-writing experiences. This paper explores how varying levels of scaffolding from large language models (LLMs) shape the co-writing process. Employing a within-subjects…

人机交互 · 计算机科学 2024-02-20 Paramveer S. Dhillon , Somayeh Molaei , Jiaqi Li , Maximilian Golub , Shaochun Zheng , Lionel P. Robert

AI agents -- systems that execute multi-step reasoning workflows with persistent state, tool access, and specialist skills -- represent a qualitative shift from prior automation technologies in social science. Unlike chatbots that respond…

人工智能 · 计算机科学 2026-03-10 Yongjun Zhang

Generative Artificial Intelligence is transforming how English as a foreign language students write. Still, little is known about how students manipulate text generated by generative AI during the writing process. This study investigates…

计算机与社会 · 计算机科学 2025-05-26 David James Woo , Yangyang Yu , Kai Guo

"Natural Language," whether spoken and attended to by humans, or processed and generated by computers, requires networked structures that reflect creative processes in semantic, syntactic, phonetic, linguistic, social, emotional, and…

计算与语言 · 计算机科学 2016-06-29 Joseph Corneli , Miriam Corneli

With the emergence of large language models (LLMs) and AI agent frameworks, the human-AI co-work paradigm known as Vibe Coding is changing how people code, making it more accessible and productive. In scientific research, where workflows…

人工智能 · 计算机科学 2026-04-28 Zihao Wu , Steven Xu , Bowen Chen , Shaowen Wan , Yiwei Li , Wei Ruan , Yanjun Lyu , Siyuan Li , Dajiang Zhu , Tianming Liu , Lin Zhao

Large language models (LLMs) are rapidly transforming knowledge work by improving the quality and efficiency of tasks such as writing, coding, and data analysis. However, their growing use in education has exposed a learning-performance…

Writing code has been one of the most transformative ways for human societies to translate abstract ideas into tangible technologies. Modern AI is changing this process by enabling experts and non-experts alike to generate code without…

人机交互 · 计算机科学 2026-03-09 Haoyu Hu , Raja Marjieh , Katherine M Collins , Chenyi Li , Thomas L. Griffiths , Ilia Sucholutsky , Nori Jacoby

This exploratory study examined the consistency of human-AI collaboration by analyzing three extensive "vibe coding" sessions between a human product lead and an AI software engineer. We investigated similarities and differences in team…

计算机与社会 · 计算机科学 2025-08-29 Cory Knobel , Nicole Radziwill

Software development is undergoing a fundamental transformation as vibe coding becomes widespread, with large portions of contemporary codebases now being generated by Artificial Intelligence (AI). The disconnect between rapid adoption and…

软件工程 · 计算机科学 2026-01-09 Christian Meske , Tobias Hermanns , Esther von der Weiden , Kai-Uwe Loser , Thorsten Berger

Educational games can foster critical thinking, problem-solving, and motivation, yet instructors often find it difficult to design games that reliably achieve specific learning outcomes. Existing authoring environments reduce the need for…

人机交互 · 计算机科学 2026-03-05 Daijin Yang , Erica Kleinman , Casper Harteveld

In the current study,we propose that, in the era of generative AI, there is now a new form of literacy called "prompt literacy," which refers to the ability to generate precise prompts as input for AI systems, interpret the outputs, and…

人机交互 · 计算机科学 2023-11-10 Yohan Hwang , Jang Ho Lee , Dongkwang Shin

Recent advancements in large language models have demonstrated that extended inference through techniques can markedly improve performance, yet these gains come with increased computational costs and the propagation of inherent biases found…

计算与语言 · 计算机科学 2025-02-10 Edward Hong Wang , Cynthia Xin Wen

The rapid adoption of AI coding agents has produced a dominant workflow pattern -- often called "vibe coding" -- that prioritizes speed of implementation over deliberate preparation. We argue that this approach creates a systematic…

软件工程 · 计算机科学 2026-05-08 Andrew Zigler

Recent progress in large-scale language models has enabled breakthroughs in previously intractable computer programming tasks. Prior work in meta-learning and neural architecture search has led to substantial successes across various task…

人工智能 · 计算机科学 2023-02-06 Alex Sheng , Shankar Padmanabhan

Artificial students -- models that simulate how learners act and respond within educational systems -- are a promising tool for evaluating tutoring strategies and feedback mechanisms at scale. However, most existing approaches rely on…

人工智能 · 计算机科学 2026-05-14 Charles Koutcheme , Juho Leinonen , Arto Hellas

Large Language Models (LLMs) represent a leap in artificial intelligence, excelling in tasks using human language(s). Although the main focus of general-purpose LLMs is not code generation, they have shown promising results in the domain.…

软件工程 · 计算机科学 2024-01-30 Sanka Rasnayaka , Guanlin Wang , Ridwan Shariffdeen , Ganesh Neelakanta Iyer