Few-shot and chain-of-thought prompting for equipment maintenance knowledge graph construction via large language models
Xing Qi, Bo Yang, Shilong Wang, Zhengping Zhang, Yucheng Zhang, Kaze Du
Topics & Concepts
Computer scienceReuseOntologyKnowledge graphRelation (database)Domain knowledgeENCODEArtificial intelligenceOntology learningKnowledge representation and reasoningConceptual graphMachine learningKnowledge extractionDomain (mathematical analysis)Knowledge baseGraphKnowledge-based systemsKnowledge engineeringMixture modelData miningData modelingFace (sociological concept)GaussianDirected acyclic graphSelection (genetic algorithm)Ontology engineeringKnowledge acquisitionFlexibility (engineering)Knowledge modelingNatural language processingComponent (thermodynamics)Domain modelStructured predictionInformation extractionSemantic WebGaussian processAdvanced Graph Neural NetworksTopic ModelingBig Data and Digital Economy