5 papers
The Help Ladder: Skill-Adaptive Peer Scaffolding for Real-Time Collaborative Programming
Panayu Keelawat, Sriram Narlapati, Sangwook Lee +5
Collaborative programming is a widely adopted classroom activity to encourage peer scaffolding, yet real-time collaboration often breaks down into parallel individual work with min…
NIRVANA: A Comprehensive Dataset for Reproducing How Students Use Generative AI for Essay Writing
Andrew Jelson, Daniel Manesh, Sangwook Lee +5
With the rapid adoption of AI writing assistants in education, educators and researchers need empirical evidence to understand the impact on student writing and inform effective pe…
MAESTRO: Adapting GUIs and Guiding Navigation with User Preferences in Conversational Agents with GUIs
Sangwook Lee, Sang Won Lee, Adnan Abbas +2
Modern task-oriented chatbots present GUI elements alongside natural-language dialogue, yet the agent's role has largely been limited to interpreting natural-language input as GUI…
CHOIR: A Chatbot-mediated Organizational Memory Leveraging Communication in University Research Labs
Sangwook Lee, Adnan Abbas, Yan Chen +2
University research labs often rely on chat-based platforms for communication and project management, where valuable knowledge surfaces but is easily lost in message streams. Docum…
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
Ziyao Wang, Muneeza Azmat, Ang Li +2
Large Language Models (LLMs) often excel in specific domains but fall short in others due to the limitations of their training. Thus, enabling LLMs to solve problems collaborativel…