There are four primary methods for integrating Knowledge Graphs with Large Language Models: (1) learning graph representations, (2) using Graph Neural Network (GNN) retrievers to extract entities as text input, (3) generating code like SPARQL queries to retrieve information, and (4) using step-by-step interaction methods for iterative reasoning.

Authors

• Person: Not available Organization: arXiv
  Grounding LLM Reasoning with Knowledge Graphs - arXiv

Sources

• Grounding LLM Reasoning with Knowledge Graphs - arXiv arxiv.org arXiv via serper

Referenced by nodes (5)

• Large Language Models concept
• knowledge graphs concept
• graph neural networks concept
• SPARQL concept
• iterative reasoning concept