arXiv AI Papers

PaperOrchestra: A Multi-Agent Framework for Automated AI Research Paper Writing

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PaperOrchestra is a multi-agent AI framework that automates research paper writing by transforming unstructured materials into publication-ready LaTeX manuscripts. It synthesizes literature reviews and generates visual elements like charts and diagrams. A new benchmark called PaperWritingBench evaluates performance using 200 top-tier AI papers. Human evaluations show PaperOrchestra outperforms baselines by 50-68% in literature review quality and 14-38% in overall manuscript quality.