AINeutralarXiv – CS AI · 3h ago6/10
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StoryLens: Preference-Aligned Story Rewriting via Context-Aware Narrative Enrichment
Researchers introduce StoryLens, a framework for preference-aligned story rewriting that goes beyond style transfer to incorporate context-aware narrative enrichment. Human studies show context-enhanced rewriting improves reader satisfaction by 24.5% compared to style-only approaches, supported by a new benchmark, reward model, and two-stage rewriting system combining supervised learning with reinforcement learning.