2 papers
cs.AI2026
Meituan Merchant Business Diagnosis via Policy-Guided Dual-Process User Simulation
Ziyang Chen, Renbing Chen, Daowei Li +4
Simulating group-level user behavior enables scalable counterfactual evaluation of merchant strategies without costly online experiments. However, building a trustworthy simulator…
cs.AI2026
Prism: Towards Lowering User Cognitive Load in LLMs via Complex Intent Understanding
Zenghua Liao, Jinzhi Liao, Xiang Zhao
Large Language Models are rapidly emerging as web-native interfaces to social platforms. On the social web, users frequently have ambiguous and dynamic goals, making complex intent…