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dc.contributor.authorMedina Herrera, Salvador
dc.contributor.authorTurmo Borras, Jorge
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Ciències de la Computació
dc.date.accessioned2018-10-25T08:02:41Z
dc.date.available2018-10-25T08:02:41Z
dc.date.issued2018
dc.identifier.citationMedina, S., Turmo, J. Joint classification of key-phrases and relations in electronic health documents. A: Workshop on Semantic Analysis at SEPLN. "Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN (TASS 2018) co-located with 34nd SEPLN Conference (SEPLN 2018): Sevilla, Spain, September 18th, 2018". CEUR-WS.org, 2018, p. 83-88.
dc.identifier.isbn1613-0073
dc.identifier.urihttp://hdl.handle.net/2117/122975
dc.description.abstractThis paper describes the approach presented by the TALP team for Task 3 of TASS-2018: a convolutional neural network to jointly deal with classification of key-phrases and relationships in eHealth documents written in Spanish. The results obtained are promising as we ranked in first place in scenarios 2 and 3.
dc.description.abstractEste artículo describe el método presentado por el equipo TALP en la Tarea 3 de TASS-2018: una red neuronal convolucional para tratar conjuntamente la clasificación de frases clave y sus relaciones en documentos de salud escritos en español. La propuesta quedó en primera posición en los escenarios 2 y 3.
dc.format.extent6 p.
dc.language.isoeng
dc.publisherCEUR-WS.org
dc.subjectÀrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Llenguatge natural
dc.subject.lcshComputational linguistics
dc.subject.otherConvolutional neural networks
dc.subject.otherJoint classification
dc.subject.otherKey-phrase classification
dc.subject.otherRelation extraction
dc.titleJoint classification of key-phrases and relations in electronic health documents
dc.title.alternativeClasificación conjunta de frases clave y sus relaciones en documentos electrónicos de salud en español
dc.typeConference report
dc.subject.lemacLingüística computacional
dc.contributor.groupUniversitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttp://ceur-ws.org/Vol-2172/p9-talp_tass2018.pdf
dc.rights.accessOpen Access
local.identifier.drac23432321
dc.description.versionPostprint (published version)
dc.relation.projectidinfo:eu-repo/grantAgreement/MINECO/TIN2016-77820-C3-3-R
local.citation.authorMedina, S.; Turmo, J.
local.citation.contributorWorkshop on Semantic Analysis at SEPLN
local.citation.publicationNameProceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN (TASS 2018) co-located with 34nd SEPLN Conference (SEPLN 2018): Sevilla, Spain, September 18th, 2018
local.citation.startingPage83
local.citation.endingPage88


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