The survey identifies three main integration paradigms for combining Large Language Models (LLMs) and Knowledge Graphs (KGs): KG-Augmented LLMs, which integrate knowledge graphs to enhance LLM performance and interpretability; LLMs-Augmented KGs, where LLMs improve the quality and functionality of Knowledge Graphs; and Synergized LLMs + KG, which refers to the mutual integration of both into a single framework.

Authors

• Person: Not available Organization: Springer
  A survey on augmenting knowledge graphs (KGs) with large ...

Sources

• A survey on augmenting knowledge graphs (KGs) with large ... link.springer.com Springer via serper

Referenced by nodes (3)

• Large Language Models concept
• KGs concept
• LLM-enhanced KGs (LEK) concept