4 papers
The Uneven Decline of Collective Knowledge Production: Evidence from Stack Overflow After Generative AI
Myokyung Han, Taegyoon Kim, Jinhyuk Yun +1
Generative AI (Gen AI) is reshaping how individuals learn and work, but its consequences for collective knowledge, the shared body of knowledge that online communities produce toge…
The Production of Policy Knowledge in the United States
Taegyoon Kim, Alexander Furnas, Dashun Wang
Policymaking relies on institutions that translate expertise into politically actionable knowledge. Yet little is known about how such knowledge is created, structured, and politic…
Can LLMs Reliably Self-Report Adversarial Prefills, and How?
Quang Minh Nguyen, Uzair Ahmed, Taegyoon Kim
Prior work shows that large language models (LLMs) exhibit varying degrees of introspective capability on benign tasks. We extend the question to safety contexts and examine how re…
Is External Information Useful for Stance Detection with LLMs?
Quang Minh Nguyen, Taegyoon Kim
In the stance detection task, a text is classified as either favorable, opposing, or neutral towards a target. Prior work suggests that the use of external information, e.g., excer…