The proposed GraphRAG framework utilizes a dependency-based knowledge graph construction pipeline that leverages industrial-grade NLP libraries to extract entities and relations from unstructured text, eliminating the need for Large Language Models (LLMs) in the construction phase.

Authors

• Person: Not available Organization: arXiv
  Efficient Knowledge Graph Construction and Retrieval from ... - arXiv

Sources

• Efficient Knowledge Graph Construction and Retrieval from ... - arXiv arxiv.org arXiv via serper

Referenced by nodes (3)

• Large Language Models concept
• Knowledge Graph concept
• natural language processing concept