PaperPilot induces executable DAG workflows for multi-turn literature search and trains via imitation plus preference optimization, raising Hit@5 from 58.0 to 77.0 over a baseline agent.
Control Large Language Models via Divide and Conquer
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Multi-Turn Agentic Scientific Literature Search via Workflow Induction
PaperPilot induces executable DAG workflows for multi-turn literature search and trains via imitation plus preference optimization, raising Hit@5 from 58.0 to 77.0 over a baseline agent.