Opinion-aware RAG with LLM opinion extraction and entity-linked graphs improves retrieval diversity by 26-42% over factual baselines on e-commerce forum data.
Language models as knowledge bases? InProceedings of the 2019 Conference on Empirical Methods in Natural Language Processing, pages 2463–2473, 2019
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Beyond Factual Grounding: The Case for Opinion-Aware Retrieval-Augmented Generation
Opinion-aware RAG with LLM opinion extraction and entity-linked graphs improves retrieval diversity by 26-42% over factual baselines on e-commerce forum data.