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Yu-Han Wang

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#natural language process... Preprint Aug 2026

PaperGym: Rubric-Centered Evolution for Research-Plan Generation

This work introduces PaperGym, a unified framework that turns each research paper into a complete training environment, and releases the pipeline, the 20,000-instance corpus PaperGym-20k, and the benchmarks PaperGym-Innov and PaperGym-Design.

Yu-Han Wang, Zhengxi Lu, Yuchen Yan et al. · 0 citations