OUTLINEFORGE: Hierarchical Reinforcement Learning with Explicit States for Scientific Writing

Yilin Bao, Ziyao He, Zayden Yang

Scientific paper generation requires document-level planning and factual grounding, but current large language models, despite their strong local fluency, often fail in global stru…