KoPA

Knowledge Graph Construction

Structure-aware prefix adaptation for integrating LLMs with knowledge graphs (ACM MM 2024)

Source attribution

  • Awesome AI for Sciencegithub.com/zjukg/kopa

Related resources

Incremental knowledge graph construction using LLMs with entity extraction and Neo4j visualization

Knowledge graph-guided synthetic data generation for LLM fine-tuning, achieving strong performance on scientific QA (GPQA-Diamond) and math reasoning (AIME)