AI RESEARCH
OnePred: Next-Query Prediction via Recursive Intent Memory in Multi-Turn Conversations
arXiv CS.AI
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ArXi:2605.23668v1 Announce Type: cross Although large language model (LLM) conversational systems process millions of multi-turn dialogues daily, they remain fundamentally reactive: they respond only after the user types a query. A key step toward proactive interaction is next-query prediction, which anticipates the user's subsequent query based solely on the preceding dialogue.