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- PerozziEtAl2025KGGraphToken type Workflow assertion.
- PerozziEtAl2025KGGraphToken label "KG-GraphToken" assertion.
- PerozziEtAl2025KGGraphToken comment "This method introduces a novel technique for directly integrating structured Knowledge Graph (KG) representations into frozen Large Language Models (LLMs). It extends the GraphToken framework to KGs by leveraging Knowledge Graph Embedding (KGE) models to generate structured tokens from KG information. These tokens are concatenated with the natural language query and fed into the frozen LLM at inference time, enhancing the LLM's reasoning capabilities without requiring LLM fine-tuning or prompt engineering." assertion.
- PerozziEtAl2025KGGraphToken subject KGEnhancedLLMInference assertion.
- PerozziEtAl2025KGGraphToken hasTopCategory KGEnhancedLLM assertion.