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20242026
most citedHyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation

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cs.AI2024

Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?

Yifan Feng, Chengwu Yang, Xingliang Hou +4

Existing benchmarks like NLGraph and GraphQA evaluate LLMs on graphs by focusing mainly on pairwise relationships, overlooking the high-order correlations found in real-world data.…