Matches in Nanopublications for { <https://neverblink.eu/ontologies/llm-kg/methods#DemoGraph> ?p ?o ?g. }
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- DemoGraph type Workflow assertion.
- DemoGraph label "DemoGraph" assertion.
- DemoGraph comment "DemoGraph proposes a black-box approach where LLMs are tasked with generating knowledge graphs (KGs) from text prompts to perform context-driven graph data augmentation. The method specifically focuses on using LLMs to construct KGs (identifying concepts/entities and their relationships) which are then dynamically merged into an original graph to enhance its quality for downstream graph representation learning tasks. Therefore, LLMs are used to improve the KG construction process to facilitate graph data augmentation." assertion.
- DemoGraph subject LLMAugmentedKGConstruction assertion.
- DemoGraph hasTopCategory LLMAugmentedKG assertion.