Article

MetricDraft: A Metric-Driven Framework for Academic Paper Draft Generation and Iterative Optimization

2026-05-12

Abstract excerpt

Large language models (LLMs) are advancing intelligent writing systems from local text continuation and language polishing toward long-form structured text generation. However, directly generating full-length academic paper drafts remains challenging due to unclear research objectives, unstable discourse structures, insufficient long-text coherence, and the lack of explicit quality control mechanisms. To address t...

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Literature Corpus work: 867dc8e5-053d-5271-a97e-5d420c38e84a
DOI: 10.20944/preprints202605.0754.v1

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