Future research in knowledge graph construction should focus on privacy-preserving fine-tuning, structured knowledge injection, and logic-constrained optimization to enable the secure and efficient deployment of large language models in high-stakes application scenarios.

Authors

• Person: Not available Organization: Nature
  The construction and refined extraction techniques of knowledge ...

Sources

• The construction and refined extraction techniques of knowledge ... www.nature.com Nature via serper

Referenced by nodes (2)

• Large Language Models concept
• knowledge graph construction concept