RL with per-section rewards and a revision penalty lets a single LLM pass generate structured paper introductions comparable to GPT-5.1 in human preference.
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Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning
RL with per-section rewards and a revision penalty lets a single LLM pass generate structured paper introductions comparable to GPT-5.1 in human preference.