collaborators

1 paper

cs.CL2026

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation

Jiani Luo, Xiaoyan Zhao, Yang Zhang +4

Personalized dialogue requires more than recalling explicit user histories: systems also need to infer hidden user states that evolve through interaction and shape appropriate resp…