Matches in Nanopublications for { <https://neverblink.eu/ontologies/llm-kg/methods#KnowledgeGraphInfusedFineTuningFramework> ?p ?o ?g. }
Showing items 1 to 5 of
5
with 100 items per page.
- KnowledgeGraphInfusedFineTuningFramework type Workflow assertion.
- KnowledgeGraphInfusedFineTuningFramework label "Knowledge Graph-Infused Fine-Tuning Framework" assertion.
- KnowledgeGraphInfusedFineTuningFramework comment "This method proposes a fine-tuning algorithm framework that injects knowledge graph information into large language models during the fine-tuning stage. It uses a GNN to encode KG information, a fusion mechanism to combine KG embeddings with LLM representations, a gating mechanism to balance contributions, and a joint loss function. The primary goal is to improve the LLM's knowledge expression and structured reasoning capabilities." assertion.
- KnowledgeGraphInfusedFineTuningFramework subject KGEnhancedLLMPretraining assertion.
- KnowledgeGraphInfusedFineTuningFramework hasTopCategory KGEnhancedLLM assertion.