The baseline methods used for comparison include: (1) Zero-Shot (querying the model without additional context), (2) Text RAG (using text representation of nodes as input), (3) Graph RAG (including 1-hop node neighbors), and (4) Graph CoT (Agent) (implementing Graph CoT as an agent for 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 (1)

• Zero-Shot concept