Combining contextualized word representation and sub-document level analysis through Bi-LSTM+CRF architecture for clinical de-identification
Rosario Catelli, Valentina Casola, Giuseppe De Pietro, Hamido Fujita, Massimo Esposito
Topics & Concepts
Computer scienceConditional random fieldArtificial intelligenceFeature engineeringNatural language processingContext (archaeology)Identification (biology)Feature (linguistics)Word (group theory)Representation (politics)Named-entity recognitionPolysemyWord embeddingFeature vectorSequence labelingDeep learningLinguisticsPolitical scienceManagementPaleontologyLawTask (project management)PhilosophyEconomicsEmbeddingBotanyPoliticsBiologyBiomedical Text Mining and OntologiesTopic ModelingNatural Language Processing Techniques