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Deep Literature Survey Automation with an Iterative Workflow

arXiv — cs.CL•Tuesday, October 28, 2025 at 4:00:00 AM
PositiveArtificial Intelligence
A new framework called extit{ours} has been introduced to enhance the quality of automatic literature surveys by adopting an iterative workflow, similar to how human researchers read and analyze papers. Unlike traditional one-shot systems that often produce noisy and fragmented results, this innovative approach allows for a more refined and coherent survey generation. This development is significant as it promises to improve the efficiency and effectiveness of literature reviews in research, making it easier for scholars to synthesize information and draw meaningful conclusions.
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