Graph retrieval augmented generation (GraphRAG) and knowledge graph retrieval augmented generation (KG-RAG) are approaches that unify LLMs with KGs to improve complex question answering, as documented by Zhang et al. (2025), Peng et al. (2024), Han et al. (2024), Sanmartin (2024), and Yang et al. (2024).

Authors

• Person: Not available Organization: arXiv
  Large Language Models Meet Knowledge Graphs for Question ...

Sources

• Large Language Models Meet Knowledge Graphs for Question ... arxiv.org arXiv via serper

Referenced by nodes (3)

• Large Language Models concept
• KGs concept
• Knowledge Graph-based Retrieval Augmented Generation concept