AINeutralarXiv – CS AI · 9h ago6/10
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Narrative Knowledge Weaver: Narrative-Centric Retrieval-Augmented Reasoning for Long-Form Text Understanding
Researchers introduce Narrative Knowledge Weaver (NKW), a framework that improves AI's ability to answer questions about long-form narratives by integrating textual evidence, graph structures, and entity profiles to better understand story progression and character dynamics. The system outperforms existing retrieval methods on screenplay-based benchmarks while maintaining competitive performance on passage-focused tasks.