Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAqjBWeonk6WWSJjEc_2x66nD-24NdonOCoMZVk-S6Wt0/assertion>. }
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- arXiv.2502.13555 type Entity assertion.
- DemoGraph type Workflow assertion.
- GraphCare type Workflow assertion.
- DemoGraph label "DemoGraph" assertion.
- GraphCare label "GraphCare" 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.
- arXiv.2502.13555 describes DemoGraph assertion.
- arXiv.2502.13555 discusses GraphCare assertion.
- DemoGraph subject LLMAugmentedKGConstruction assertion.
- arXiv.2502.13555 title "Democratizing Large Language Model-Based Graph Data Augmentation via Latent Knowledge Graphs" assertion.
- DemoGraph hasTopCategory LLMAugmentedKG assertion.