PersonaFlow: Designing LLM-Simulated Expert Perspectives for Enhanced Research Ideation
Yiren Liu, Pranav Sharma, Mehul Oswal, Haijun Xia, Yun Huang · 2025
○ where users can indicate their topics of interest for exploration.Persona Nodes 2 ○ represent AI-simulated expert perspectives that can suggest related literature retrieved from online publication database (Literature Nodes 3 ○), and subsequently provide feedback and critiques (Critique Nodes 4 ○) to users' initial research idea.Based on the critiques and identified literature, the system can further help revise users' initial idea into a revised RQ (RQ node 5 ○).Users can perform this process iteratively and combine inputs from multiple expert personas until they discover satisfactory RQs of their interest.