Connecting AI: Merging Large Language Models and Knowledge Graph
Mladjan Jovanovic, Mark Campbell
Abstract
Combining the generative abilities of large language models with the logical and factual coherence of knowledge graphs using a connected artificial intelligence architecture minimizes each system’s shortcomings and amplifies their strengths across many real-world domains.
Topics & Concepts
Computer scienceGenerative grammarArtificial intelligenceKnowledge graphCoherence (philosophical gambling strategy)GraphNatural language processingArchitectureTheoretical computer scienceVisual artsArtPhysicsQuantum mechanicsTopic ModelingNatural Language Processing TechniquesAdvanced Graph Neural Networks