Fanhang Man

Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents

User sentiment on social media reveals underlying social trends, crises, and needs. Researchers have analyzed users’ past messages to track the evolution of sentiments and reconstruct sentiment dynamics. However, predicting the imminent sentiment response of users to ongoing events remains understud…