Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAx-qMYwWLHmnP2IJFwgHhO044_yEIPULo-WMG7hjXDGs/assertion>. }
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- RetrievalAugmentedGeneration type Workflow assertion.
- arXiv.2403.08345 type Entity assertion.
- LLMSupportedKGConstructionPipeline type Workflow assertion.
- RetrievalAugmentedGeneration label "Retrieval Augmented Generation" assertion.
- LLMSupportedKGConstructionPipeline label "LLM Supported Knowledge Graph Construction Pipeline" assertion.
- LLMSupportedKGConstructionPipeline comment "This method introduces a comprehensive semi-automated pipeline that leverages open-source LLMs to automate various stages of Knowledge Graph construction, from competency question generation and ontology creation to KG population and evaluation using a judge LLM. The core goal is to reduce human effort and expertise required in building KGs, thus making LLMs agents that directly improve the KG construction task." assertion.
- arXiv.2403.08345 describes LLMSupportedKGConstructionPipeline assertion.
- arXiv.2403.08345 discusses RetrievalAugmentedGeneration assertion.
- LLMSupportedKGConstructionPipeline subject LLMAugmentedKGConstruction assertion.
- arXiv.2403.08345 title "From human experts to machines: An LLM supported approach to ontology and knowledge graph construction ⋆" assertion.
- LLMSupportedKGConstructionPipeline hasTopCategory LLMAugmentedKG assertion.