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dc.contributor.authorRuiz Costa-Jussà, Marta
dc.contributor.authorRodríguez Fonollosa, José Adrián
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions
dc.identifier.citationCosta-Jussà, M. R.; Fonollosa, José A. R. An Ngram-based reordering model. "Computer speech and language", Juliol 2009, vol. 23, núm. 3, p. 362-375.
dc.descriptionMejor artículo 2009 publicado en una revista internacional firmado en primer lugar por un joven investigador de una universidad española; otorgado por la Red Temática de Temática de Tecnologías del Habla
dc.description.abstractThis paper describes in detail a novel approach to the reordering challenge in statistical machine translation (SMT). This Ngram-based reordering (NbR) approach uses the powerful techniques of SMT systems to generate a weighted reordering graph. Thus, statistical criteria reordering constraints are supplied to an SMT system, and this allows an extension to the SMT decoding search. The NbR approach is capable of generalizing reorderings that have been learned during training, through the use of word classes instead of words themselves. Improvement in translation performance is demonstrated with the EPPS task (Spanish and German to English) and the BTEC task (Arabic to English).
dc.format.extent14 p.
dc.subjectÀrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la parla i del senyal acústic
dc.subject.lcshStatistical Machine Translation System (model)
dc.subject.lcshMachine translation
dc.subject.lcshArabic language -- Translating into English
dc.titleAn Ngram-based reordering model
dc.subject.lemacTraducció automàtica -- Mètodes estadístics
dc.subject.lemacTraductors (Programes d'ordinador)
dc.contributor.groupUniversitat Politècnica de Catalunya. VEU - Grup de Tractament de la Parla
dc.description.peerreviewedPeer Reviewed
dc.rights.accessRestricted access - publisher's policy
dc.description.versionPostprint (published version)
upcommons.citation.authorCosta-Jussà, M. R.; Fonollosa, José A. R.
upcommons.citation.publicationNameComputer speech and language

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