Review
Aug 2026
Deep Academic Survey: Stateful Agentic Closed-Loop Paradigm for Academic Survey Automation
Academic surveys play a central role in organizing rapidly expanding scholarly literature, yet their construction requires extensive paper analysis, coherent knowledge organization, fine-grained citation support, and reliable manuscript assembly. Existing Deep Research and automated survey generation systems address pa...
Zhi-Kai Xu, Zhu-Cun Xue, Teng Hu et al.
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