3 papers
cs.HC2026
AI-Mediated Feedback Improves Student Revisions: A Randomized Trial with FeedbackWriter in a Large Undergraduate Course
Xinyi Lu, Kexin Phyllis Ju, Mitchell Dudley +2
Despite growing interest in using LLMs to generate feedback on students' writing, little is known about how students respond to AI-mediated versus human-provided feedback. We addre…
cs.HC2025
Exploring LLM-Generated Feedback for Economics Essays: How Teaching Assistants Evaluate and Envision Its Use
Xinyi Lu, Aditya Mahesh, Zejia Shen +3
This project examines the prospect of using AI-generated feedback as suggestions to expedite and enhance human instructors' feedback provision. In particular, we focus on understan…
cs.HC2025
MeetMap: Real-Time Collaborative Dialogue Mapping with LLMs in Online Meetings
Xinyue Chen, Nathan Yap, Xinyi Lu +2
Video meeting platforms display conversations linearly through transcripts or summaries. However, ideas during a meeting do not emerge linearly. We leverage LLMs to create dialogue…