Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag
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A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
Paper • 2501.13958 • Published • 1 -
SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation
Paper • 2412.15272 • Published • 1 -
SynthCypher: A Fully Synthetic Data Generation Framework for Text-to-Cypher Querying in Knowledge Graphs
Paper • 2412.12612 • Published -
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains
Paper • 2410.18415 • Published
