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News/SPARK: Skeleton-Guided Reasoning Synthesis from Large-Scale Scientific Literature
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

SPARK: Skeleton-Guided Reasoning Synthesis from Large-Scale Scientific Literature

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Publisher summary· verbatim

arXiv:2608.30214v1 Announce Type: new Abstract: Scientific reasoning remains challenging for open-source models, largely due to the lack of high-quality scientific reasoning data. Existing datasets are often dominated by factual recall or formulaic problem solving, with limited emphasis on mechanism

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