AINeutralarXiv – CS AI · 4d ago6/10
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LitSeg: Narrative-Aware Document Segmentation for Literary RAG
Researchers introduce LitSeg, a narrative-theory-guided framework for intelligently segmenting literary documents in Retrieval-Augmented Generation systems. The method uses multi-stage prompting to identify plot events and narrative structures, with a lightweight variant (LitSeg-Lite) that distills this complexity into a single inference pass, demonstrating improved retrieval accuracy for literary RAG applications.