StateTree: Enhancing Long-Term Dialogue Reasoning via Reinforcement Learning.

arXiv:2609.38809v1 Announce Type: cross Abstract: 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, prefere