FIELD NOTES TOPIC
knowledge representation
2 notes, newest first.
Making Mathematical Knowledge Explainable, Accessible and Interoperable Through Large Language Model Integration
The authors propose integrating Large Language Models (LLMs) with a mathematical knowledge base called MathModDB to improve its accessibility, explainability, and interoperability. The integration is achieved through a…
Is GraphRAG Needed? From Basic RAG to Graph-/Agentic Solutions with Context Optimization
The authors present a framework for evaluating and comparing different types of RAG (Retrieval Augmented Generation) scenarios, including GraphRAG and Agentic RAG. They provide implementations for nine standardized RAG…
