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.
Graph generative pre-trained transformer
2 Pith papers cite this work. Polarity classification is still indexing.
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The GPT family has shifted from scaled text predictors to aligned multimodal tool-oriented systems, with persistent limitations like hallucination and prompt sensitivity remaining unchanged.
citing papers explorer
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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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From GPT-3 to GPT-5: Mapping their capabilities, scope, limitations, and consequences
The GPT family has shifted from scaled text predictors to aligned multimodal tool-oriented systems, with persistent limitations like hallucination and prompt sensitivity remaining unchanged.