3 papers
cs.HC2026
Interview-Informed Generative Agents for Product Discovery: A Validation Study
Zichao Wang, Alexa Siu
Large language models (LLMs) have shown strong performance on standardized social science instruments, but their value for product discovery remains unclear. We investigate whether…
cs.HC2025
Augmenting Expert Cognition in the Age of Generative AI: Insights from Document-Centric Knowledge Work
Alexa Siu, Raymond Fok
As Generative AI (GenAI) capabilities expand, understanding how to preserve and develop human expertise while leveraging AI's benefits becomes increasingly critical. Through empiri…
cs.HC2025
Toward Living Narrative Reviews: An Empirical Study of the Processes and Challenges in Updating Survey Articles in Computing Research
Raymond Fok, Alexa Siu, Daniel S. Weld
Surveying prior literature to establish a foundation for new knowledge is essential for scholarly progress. However, survey articles are resource-intensive and challenging to creat…