Transitioning from unstructured dense text representations to dynamic, structured knowledge representation via knowledge graphs can significantly reduce the occurrence of hallucinations in Language Model Agents by ensuring they rely on explicit information rather than implicit knowledge stored in model weights.

Authors

• Person: Not available Organization: arXiv
  KG-RAG: Bridging the Gap Between Knowledge and Creativity - arXiv

Sources

• KG-RAG: Bridging the Gap Between Knowledge and Creativity - arXiv arxiv.org arXiv via serper

Referenced by nodes (3)

• Knowledge Graph concept
• hallucination concept
• Large Language Model Agents concept