AI Research
LLM-Guided Ontology-Driven Knowledge Graph Construction from Unstructured Text
Bridging unstructured industrial data with automated ontology-driven knowledge graph synthesis.
Ontology-driven knowledge graph construction from industrial text remains challenging due to the domain specificity of documents, the scarcity of annotated resources, and the complexity of ontology engineering workflows. This paper presents and investigates the applicability of a...
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ArXiv CS.CL
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ArXiv CS.CL
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This research bridges the gap between unstructured industrial data and structured knowledge bases by leveraging LLMs to automate ontology-driven mapping. It significantly reduces the manual burden of expert-led engineering, paving the way for more reliable and context-aware enterprise AI systems.
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