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Interactive translation prediction versus conventional post-editing in practice: a study with the CasMaCat workbench

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Interactive translation prediction versus conventional post-editing in practice: a study with the CasMaCat workbench

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dc.contributor.author Sanchis Trilles, Germán es_ES
dc.contributor.author Alabau, Vicent es_ES
dc.contributor.author Buck, Christian es_ES
dc.contributor.author Carl, Michael es_ES
dc.contributor.author Casacuberta Nolla, Francisco es_ES
dc.contributor.author Garcia Martinez, Maria Mercedes es_ES
dc.contributor.author Germann, Ulrich es_ES
dc.contributor.author González Rubio, Jesús es_ES
dc.contributor.author Hill, Robin L. es_ES
dc.contributor.author Kohen, Philipp es_ES
dc.contributor.author Leiva Torres, Luis Alberto es_ES
dc.contributor.author Mesa Lao, Bartolomé es_ES
dc.contributor.author Ortiz Martínez, Daniel es_ES
dc.contributor.author Saint-Amand, Herve
dc.contributor.author Tsoukala, Chara
dc.contributor.author Vidal, Enrique
dc.date.accessioned 2015-04-29T10:42:16Z
dc.date.available 2015-04-29T10:42:16Z
dc.date.issued 2014-12
dc.identifier.issn 0922-6567
dc.identifier.uri http://hdl.handle.net/10251/49455
dc.description.abstract [EN] We conducted a field trial in computer-assisted professional translation to compare interactive translation prediction (ITP) against conventional post-editing (PE) of machine translation (MT) output. In contrast to the conventional PE set-up, where an MT system first produces a static translation hypothesis that is then edited by a professional (hence "post-editing"), ITP constantly updates the translation hypothesis in real time in response to user edits. Our study involved nine professional translators and four reviewers working with the web-based CasMaCat workbench. Various new interactive features aiming to assist the post-editor/translator were also tested in this trial. Our results show that even with little training, ITP can be as productive as conventional PE in terms of the total time required to produce the final translation. Moreover, translation editors working with ITP require fewer key strokes to arrive at the final version of their translation. es_ES
dc.description.sponsorship This work was supported by the European Union’s 7th Framework Programme (FP7/2007–2013) under grant agreement No 287576 (CasMaCat ).
dc.language Inglés es_ES
dc.publisher Springer Verlag (Germany) es_ES
dc.relation.ispartof Machine Translation es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject CAT es_ES
dc.subject SMT es_ES
dc.subject Interactive Translation Prediction es_ES
dc.subject Post-editing es_ES
dc.subject Field trial es_ES
dc.subject User studies es_ES
dc.subject.classification ESTADISTICA E INVESTIGACION OPERATIVA es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title Interactive translation prediction versus conventional post-editing in practice: a study with the CasMaCat workbench es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1007/s10590-014-9157-9
dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/287576/EU/Cognitive Analysis and Statistical Methods for Advanced Computer Aided Translation/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Lingüística Aplicada - Departament de Lingüística Aplicada es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Estadística e Investigación Operativa Aplicadas y Calidad - Departament d'Estadística i Investigació Operativa Aplicades i Qualitat es_ES
dc.description.bibliographicCitation Sanchis Trilles, G.; Alabau, V.; Buck, C.; Carl, M.; Casacuberta Nolla, F.; Garcia Martinez, MM.; Germann, U.... (2014). Interactive translation prediction versus conventional post-editing in practice: a study with the CasMaCat workbench. Machine Translation. 28(3-4):217-235. https://doi.org/10.1007/s10590-014-9157-9 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion http://link.springer.com/article/10.1007/s10590-014-9157-9 es_ES
dc.description.upvformatpinicio 217 es_ES
dc.description.upvformatpfin 235 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 28 es_ES
dc.description.issue 3-4 es_ES
dc.relation.senia 277068
dc.contributor.funder European Commission
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