First Workshop on LLM Persona Modeling
Yunze Xiao · Shu Yang · Zhuang Li · Lucio La Cava · Jen-Tse Huang · Andrea Tagarelli · Xintao Wang · Marco Guerini · Jiarui Liu · Jindong Wang · Mona Diab · Maarten Sap
Abstract
Large language models (LLMs) are increasingly used to simulate human-like personas for applications in research, education, healthcare, and interactive AI systems. While such persona modeling creates opportunities for interdisciplinary innovation, it raises challenges around authenticity, consistency, bias, and ethical deployment. This workshop brings together perspectives from AI, psychology, cognitive science, and human–computer interaction to advance robust methods, standardized evaluation frameworks, and responsible practices for persona modeling in LLMs. Through invited talks, panels, posters, and discussions, the event will chart a roadmap for interdisciplinary collaboration and future research in this emerging area.
Schedule
Timezone: America/Los_Angeles
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