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cs.CL2026

OnePred: Next-Query Prediction via Recursive Intent Memory in Multi-Turn Conversations

Jiangwang Chen, Bowen Zhang, Zixin Song +4

Although large language model (LLM) conversational systems process millions of multi-turn dialogues daily, they remain fundamentally reactive: they respond only after the user type…