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This study investigates how K-12 educators use generative AI tools in real-world instructional contexts and how large language models (LLMs) can support scalable qualitative analysis of these interactions. Drawing on over 13,000 unscripted…

人机交互 · 计算机科学 2025-12-17 Alex Liu , Lief Esbenshade , Shawon Sarkar , Victor Tian , Zachary Zhang , Kevin He , Min Sun

Generative AI (GAI) tools have seen rapid adoption in educational settings, yet their role in fostering critical thinking remains underexplored. While previous studies have examined GAI as a tutor for specific lessons or as a tool for…

计算机与社会 · 计算机科学 2025-09-10 W. F. Lamberti , S. R. Lawrence , D. White , S. Kim , S. Abdullah

Classroom dialogue plays a crucial role in fostering student engagement and deeper learning. However, analysing dialogue sequences has traditionally relied on either theoretical frameworks or empirical descriptions of practice, with limited…

人工智能 · 计算机科学 2024-11-14 Yun Long , Yu Zhang

This paper provides a comprehensive review of the design and implementation of automatically generated assessment reports (AutoRs) for formative use in K-12 Science, Technology, Engineering, and Mathematics (STEM) classrooms. With the…

人机交互 · 计算机科学 2025-01-03 Ehsan Latif , Ying Chen , Xiaoming Zhai , Yue Yin

Artificial intelligence (AI) retrieval-augmented generation (RAG) tools now enable educators to transform course materials into diverse multimedia at scale. However, it remains unclear whether such AI-generated content functions as a…

计算机与社会 · 计算机科学 2026-05-19 David James Woo , Deliang Wang , Kai Guo

We provide ongoing results from the development of a personalized learning system integrated into a serious game. Given limited instructor resources, the use of computerized systems to help tutor students offers a way to provide higher…

计算机与社会 · 计算机科学 2023-05-29 Ying Tang , Ryan Hare

Large Language Models (LLMs) have significantly advanced legal intelligence, but the scarcity of scenario data impedes the progress toward interactive legal scenarios. This paper introduces a Multi-agent Legal Simulation Driver (MASER) to…

计算与语言 · 计算机科学 2025-02-12 Shengbin Yue , Ting Huang , Zheng Jia , Siyuan Wang , Shujun Liu , Yun Song , Xuanjing Huang , Zhongyu Wei

Document-level event argument extraction (DEAE) is essential for knowledge acquisition, aiming to extract participants of events from documents . In the zero-shot setting, existing methods employ LLMs to generate synthetic data to address…

计算与语言 · 计算机科学 2026-03-05 Guangjun Zhang , Hu Zhang , Yazhou Han , Yue Fan , Yuhang Shao , Ru Li , Hongye Tan

Formulating research questions is a foundational yet challenging academic skill, one that generative AI systems often oversimplify by offering instant answers at the expense of student reflection. This protocol lays out a study grounded in…

计算机与社会 · 计算机科学 2025-04-10 Ben Degen

Argumentation is a core practice in STEM education, but its productivity depends on who participates and how they interact. Higher-achieving students often dominate the talk and decision-making, while lower-achieving peers may disengage,…

人工智能 · 计算机科学 2026-04-28 Jennifer Kleiman , Yizhu Gao , Xin Xia , Zhaoji Wang , Zipei Zhu , Jongchan Park , Xiaoming Zhai

Math word problems are critical K-8 educational tools, but writing them is time consuming and requires extensive expertise. To be educational, problems must be solvable, have accurate answers, and, most importantly, be educationally…

计算与语言 · 计算机科学 2024-09-30 Bryan R Christ , Jonathan Kropko , Thomas Hartvigsen

Generative AI tools introduce new and accessible forms of media creation for youth. They also raise ethical concerns about the generation of fake media, data protection, privacy and ownership of AI-generated art. Since generative AI is…

人机交互 · 计算机科学 2023-05-23 Safinah Ali , Daniella DiPaola , Randi Williams , Prerna Ravi , Cynthia Breazeal

The recent advance in deep generative models outlines a promising perspective in the realm of Zero-Shot Learning (ZSL). Most generative ZSL methods use category semantic attributes plus a Gaussian noise to generate visual features. After…

计算机视觉与模式识别 · 计算机科学 2021-12-24 Xiaojie Zhao , Yuming Shen , Shidong Wang , Haofeng Zhang

This review examines the role of artificial intelligence (AI) agents in programming education, focusing on how these tools are being integrated into educational practice and their impact on student learning outcomes. An analysis of…

人机交互 · 计算机科学 2026-01-16 Said Elnaffar , Farzad Rashidi , Abedallah Zaid Abualkishik

Digital technologies are increasingly used in education to reduce the workload of teachers and students. However, creating open-ended study or examination questions and grading their answers is still a tedious task. This thesis presents the…

计算与语言 · 计算机科学 2025-06-17 Gérôme Meyer , Philip Breuer

Instruction fine-tuning is crucial in NLP tasks, enhancing pretrained models' instruction-following capabilities and task-specific performance. However, obtaining high-quality fine-tuning data for large models is challenging due to data…

计算与语言 · 计算机科学 2025-06-05 Liang Yue , Yihong Tang , Kehai Chen , Jie Liu , Min Zhang

We present PresentAgent, a multimodal agent that transforms long-form documents into narrated presentation videos. While existing approaches are limited to generating static slides or text summaries, our method advances beyond these…

计算机视觉与模式识别 · 计算机科学 2025-07-08 Jingwei Shi , Zeyu Zhang , Biao Wu , Yanjie Liang , Meng Fang , Ling Chen , Yang Zhao

The ability to research and synthesize knowledge is central to human expertise and progress. A new class of AI systems--designed for generative research synthesis--aims to automate this process by retrieving information from the live web…

计算与语言 · 计算机科学 2026-02-10 Liana Patel , Negar Arabzadeh , Harshit Gupta , Ankita Sundar , Ion Stoica , Matei Zaharia , Carlos Guestrin

The landscape of education is changing rapidly, shaped by emerging pedagogical approaches, technological innovations such as artificial intelligence (AI), and evolving societal expectations, all of which demand thorough evaluation of new…

Recent advances in Generative Artificial Intelligence (GenAI) have transformed educational content creation, particularly in developing tutor training materials. However, biases embedded in AI-generated content--such as gender, racial, or…

计算与语言 · 计算机科学 2025-05-20 Jingyang Peng , Wenyuan Shen , Jiarui Rao , Jionghao Lin