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Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill

176 upvotes · 12 AUG 2026 · Zhuoyang Qian, Biao Wu, Yiran Wang et al.

This paper presents a system that can generate research papers end-to-end, from retrieving literature to producing publication-ready figures, and includes checks to ensure the accuracy and validity of the research. Practitioners might care about this system because it could streamline the process of writing research papers and reduce errors.

research paper generationnatural language processingcoding assistantsintegrity checksexperiment planningmanuscript writing