Large Language Models enable three key mechanisms for knowledge graph construction: generative knowledge modeling (synthesizing structured representations from unstructured text), semantic unification (integrating heterogeneous knowledge sources through natural language grounding), and instruction-driven orchestration (coordinating complex construction workflows via prompt-based interaction).

Authors

• Person: Not available Organization: arXiv
  LLM-empowered knowledge graph construction: A survey - arXiv

Sources

• LLM-empowered knowledge graph construction: A survey - arXiv arxiv.org arXiv via serper

Referenced by nodes (2)

• Large Language Models concept
• knowledge graph construction concept