MUSE curates 579 expert-annotated paragraphs and a pipeline that extracts 36,960 problem-solution-rationale triplets from full-text arXiv papers, with evidence that rationale supervision helps LLMs on complex problems but harms them on trivial ones.
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MUSE: A Full-Text Cross-Domain Knowledge Base of Scientific Problems, Solutions, and Rationales
MUSE curates 579 expert-annotated paragraphs and a pipeline that extracts 36,960 problem-solution-rationale triplets from full-text arXiv papers, with evidence that rationale supervision helps LLMs on complex problems but harms them on trivial ones.