This survey article has grown out of the GAIED (pronounced" guide") workshop organized by
the authors at the NeurIPS 2023 conference. We organized the GAIED workshop as part of a …

A growing number of students in higher education are using ChatGPT for various
educational purposes, ranging from seeking information to writing essays. Although many …

We evaluated the capability of a generative pre-trained transformer (GPT-4) to automatically
generate high-quality learning objectives (LOs) in the context of a practically oriented …

Generative AI is expected to have transformative effects in multiple knowledge industries. To
better understand how knowledge workers expect generative AI may affect their industries in …

Videos are prominent learning materials to prepare surgical trainees before they enter the
operating room (OR). In this work, we explore techniques to enrich the video-based surgery …

The integration of generative AI in education is expanding, yet empirical analyses of large-
scale, real-world interactions between students and AI systems still remain limited. In this …

Evaluating the quality of automatically generated question items has been a long standing
challenge. In this paper, we leverage LLMs to simulate student profiles and generate …

Introductory programming courses have been growing rapidly, now enrolling hundreds or
thousands of students. In such large courses, it can be overwhelmingly difficult for instructors …

Note-taking is critical during speeches and discussions, serving not only for later
summarization and organization but also for real-time question and opinion reminding in …

The lengthy monologue-style online lectures cause learners to lose engagement easily.
Designing lectures in a “vicarious dialogue” format can foster learners' cognitive activities …