A survey proposing a holistic GraphRAG framework with components including query processor, retriever, organizer, generator, and data source, plus domain-tailored reviews, challenges, and future directions.
Corpus-steered query expansion with large language models
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A policy-grounded retrieval-augmented framework with SLM scoring generates real-time personalized facet suggestions that boost engagement and job search outcomes.
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Retrieval-Augmented Generation with Graphs (GraphRAG)
A survey proposing a holistic GraphRAG framework with components including query processor, retriever, organizer, generator, and data source, plus domain-tailored reviews, challenges, and future directions.
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Policy-Grounded Dynamic Facet Suggestions for Job Search
A policy-grounded retrieval-augmented framework with SLM scoring generates real-time personalized facet suggestions that boost engagement and job search outcomes.
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