GraphGen
Knowledge Graph Construction
Knowledge graph-guided synthetic data generation for LLM fine-tuning, achieving strong performance on scientific QA (GPQA-Diamond) and math reasoning (AIME)
- Repository
- github.com/open-sciencelab/graphgen
Source attribution
- Awesome AI for Science — github.com/open-sciencelab/graphgen
Related resources
Incremental knowledge graph construction using LLMs with entity extraction and Neo4j visualization
Structure-aware prefix adaptation for integrating LLMs with knowledge graphs (ACM MM 2024)