Wan-Qing Cui

StateTree: Enhancing Long-Term Dialogue Reasoning via Reinforcement Learning

Large language models deployed as personalized assistants must reason over long, evolving interaction histories. However, in long-term dialogue reasoning, relevant evidence is scattered across sessions, preferences may be revised over time, and standard long-context training fails to address these challenges under data...