4 papers
From Simulated Citizens to Simulated Deliberation: Challenges in Representation and Interaction
Chaemin Jang, Junsik Min, Jaewoo Choi +9
Multi-agent LLM deliberation has been explored as a scalable way to simulate public deliberation. For such simulations to be informative, persona agents should reflect population o…
BloomIntent: Automating Search Evaluation with LLM-Generated Fine-Grained User Intents
Yoonseo Choi, Eunhye Kim, Hyunwoo Kim +4
If 100 people issue the same search query, they may have 100 different goals. While existing work on user-centric AI evaluation highlights the importance of aligning systems with f…
Proxona: Supporting Creators' Sensemaking and Ideation with LLM-Powered Audience Personas
Yoonseo Choi, Eun Jeong Kang, Seulgi Choi +2
A content creator's success depends on understanding their audience, but existing tools fail to provide in-depth insights and actionable feedback necessary for effectively targetin…
Using LLMs to Investigate Correlations of Conversational Follow-up Queries with User Satisfaction
Hyunwoo Kim, Yoonseo Choi, Taehyun Yang +5
With large language models (LLMs), conversational search engines shift how users retrieve information from the web by enabling natural conversations to express their search intents…