2018 · 47 citations · 15 references
ComputingComputer ScienceData ScienceComputational LinguisticsMachine LearningNatural Language ProcessingAnnotationDeep LearningInformation ExtractionNamed Entity RecognitionText MiningUnsupervised LearningHypernymy DetectionPattern DiscoveryTaxonomy Induction
This report describes the system developed by the CRIM team for the hypernym discovery task at SemEval 2018. This system exploits a combination of supervised projection learning and unsupervised pattern-based hypernym discovery. It was ranked first on the 3 sub-tasks for which we submitted results.
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