Integrating supervised text segmentation with graph-based clustering and multi-vector retrieval improves RAG answer quality on NarrativeQA, QuALITY, and QASPER by a few points.
In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL)
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Enhancing Retrieval Augmented Generation with Hierarchical Text Segmentation Chunking
Integrating supervised text segmentation with graph-based clustering and multi-vector retrieval improves RAG answer quality on NarrativeQA, QuALITY, and QASPER by a few points.