PaperAgent

Apr 10, 2026 · Artificial Intelligence

Can Multi‑Agent AI Generate Conference‑Ready Papers? Inside PaperOrchestra

PaperOrchestra, a multi‑agent collaborative framework, transforms unstructured research notes into LaTeX‑formatted conference papers by automating literature review, chart generation, and drafting, achieving 50‑68% absolute win rates over baselines in human‑like quality evaluations across CVPR and ICLR benchmarks.