This draft-centric design makes the report writing process more timely and coherent while reducing information loss during the iterative search process
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People typically first establish a high-level plan, then draft the research report based on the plan, and subsequently engage in multiple revision cycles
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A trained diffusion model initially generates a noisy draft, and the denoising module, aided by retrieval tools, revises this draft into higher-quality outputs
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Our framework meticulously models the entire research report generation as an iterative diffusion process, mirroring human cognitive patterns
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During the revision phase, writers often seek out literature or search tools to gather supplementary information that refines and strengthens their arguments
Unknown[1]
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