Sep 12, 2026 · Artificial Intelligence

Zhejiang & SJTU's DAS Generates Publication-Ready Academic Surveys in One Hour

Zhejiang University and Shanghai Jiao Tong University introduce DAS, a stateful agentic framework that automatically produces publication-ready academic surveys in about one hour by leveraging a 2-million-paper metadata lake and a closed-loop manuscript construction process, outperforming baselines on citation, taxonomy, discourse, and reliability metrics.

Academic Survey GenerationAgentic AIAutomated Writing

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Zhejiang & SJTU's DAS Generates Publication-Ready Academic Surveys in One Hour

Machine Learning Algorithms & Natural Language Processing

Apr 10, 2026 · Artificial Intelligence

One‑Click from Experiment Logs to Conference‑Ready LaTeX: Google’s PaperOrchestra Changes Paper Writing

PaperOrchestra, Google’s multi‑agent framework, turns raw experiment logs, brief ideas, LaTeX templates and conference guidelines into fully formatted CVPR/ICLR papers, using five coordinated agents, Semantic Scholar verification, PaperBanana figure generation, and a refinement loop that boosts simulated acceptance rates by up to 22% while running in under 40 minutes.

Automated WritingLLM AgentsPaperBanana

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One‑Click from Experiment Logs to Conference‑Ready LaTeX: Google’s PaperOrchestra Changes Paper Writing