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Creators/Authors contains: "Poursardar, Faryaneh"

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  1. ; (, 2025 IEEE International Conference on Information Reuse and Integration and Data Science (IRI))
    This study explores the integration of a domain-specific knowledge graph (KG) into a Retrieval-Augmented Generation (RAG) pipeline to improve the retrieval of medical information. We constructed a knowledge graph from unstructured diabetes-related text. Two experimental setups were compared: a standard RAG model using raw text retrieval, and a graph-enhanced RAG model that retrieves information based on the structured graph queries. Results indicate that incorporating the knowledge graph significantly improved the retrieval process by getting more in-depth information from graph. 
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    Free, publicly-accessible full text available August 6, 2026
  2. ; ; ; (, ACM)
    Full Text Available 
  3. ; ; ; ; (, IEEE)
    Full Text Available