Machine translation in medicine: a quality analysis of statistical machine translation in the medical domain
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- dc.contributor.author Costa-jussà, Marta R.
- dc.contributor.author Farrús, Mireia
- dc.contributor.author Serrano Pons, Jordi
- dc.date.accessioned 2020-11-04T10:16:40Z
- dc.date.available 2020-11-04T10:16:40Z
- dc.date.issued 2012
- dc.description Comunicació presentada a: Advanced Research in Scientific Areas celebrada del 3 al 7 de desembre de 2012 a Eslovàquia.
- dc.description.abstract Machine translation is evolving quite rapidly in terms of quality. Nowadays, we have several machine translation systems available in the web, which provide reasonable translations. However, these systems are not perfect, and their quality may decrease in some specific domains. This paper presents an analysis and evaluation of the quality of a state-ofthe- art machine translation system in the medical domain. Evaluation is performed automatically and manually for seven language pairs. Results show that for most of them, machine translation is not ready to be applied in a domain like medicine where a translation with 100% adequacy is required.
- dc.format.mimetype application/pdf
- dc.identifier.citation Costa-Jussà MR, Farrús M, Serrano J. Machine translation in medicine: a quality analysis of statistical machine translation in the medical domain. Paper presented at: Advanced Research in Scientific Areas; 2012 Dec 3-7; Slovakia.
- dc.identifier.uri http://hdl.handle.net/10230/45656
- dc.language.iso eng
- dc.rights Aquesta obra està subjecta a una llicència de Reconeixement 4.0 Internacional de Creative Commons
- dc.rights.accessRights info:eu-repo/semantics/openAccess
- dc.rights.uri https://creativecommons.org/licenses/by/4.0
- dc.subject.keyword Medical communication tools
- dc.subject.keyword Patient-doctor communication
- dc.subject.keyword Medical translation
- dc.subject.keyword Statistical machine translation
- dc.subject.keyword Machine translation evaluation
- dc.title Machine translation in medicine: a quality analysis of statistical machine translation in the medical domain
- dc.type info:eu-repo/semantics/conferenceObject
- dc.type.version info:eu-repo/semantics/acceptedVersion