Research into employing knowledge graphs to address modeling language semantics includes three areas: (1) Knowledge Graph-enhanced LLMs for improving LLM knowledge during pre-training and inference, (2) LLM-augmented Knowledge Graphs for tasks like graph construction or question answering, and (3) Synergized LLMs + Knowledge Graphs for bidirectional enhancement of both systems.

Authors

• Person: Benedikt Reitemeyer, Hans-Georg Fill Organization: arXiv
  Applying Large Language Models in Knowledge Graph-based ...

Sources

• Applying Large Language Models in Knowledge Graph-based ... arxiv.org Benedikt Reitemeyer, Hans-Georg Fill · arXiv via serper

Referenced by nodes (3)

• knowledge graphs concept
• LLM knowledge graph concept
• knowledge-graph-enhanced LLM concept