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Browsing by Author "González Rubio, Jesús"

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Browsing by Author "González Rubio, Jesús"

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    Active learning for interactive machine translation 
    González Rubio, Jesús; Ortiz Martínez, Daniel; Casacuberta Nolla, Francisco (Association for Computational Linguistics, 2012)
    Translation needs have greatly increased during the last years. In many situations, text to be translated constitutes an unbounded stream of data that grows continually with time. An effective approach to translate text ...
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    Análisis de la estimación de la calidad en la traducción automática mediante el uso de técnicas estadísticas 
    Navarro Cerdán, José Ramón (Universitat Politècnica de València, 2014-12-02)
    [EN] This work focuses on the study of different techniques of dimensionality reduction, in combination with different learning algorithms in situations of high multicollinearity, scattered spaces (due to the low number ...
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    Cost-sensitive active learning for computer-assisted translation 
    González Rubio, Jesús; Casacuberta Nolla, Francisco (Elsevier, 2014-02)
    [EN] Machine translation technology is not perfect. To be successfully embedded in real-world applications, it must compensate for its imperfections by interacting intelligently with the user within a computer-assisted ...
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    Dimensionality reduction methods for machine translation quality estimation 
    González Rubio, Jesús; Navarro Cerdán, José Ramón; Casacuberta Nolla, Francisco (Springer Verlag (Germany), 2013-12)
    [EN] Quality estimation (QE) for machine translation is usually addressed as a regression problem where a learning model is used to predict a quality score from a (usually highly-redundant) set of features that represent ...
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    Interactive translation prediction versus conventional post-editing in practice: a study with the CasMaCat workbench 
    Sanchis Trilles, Germán; Alabau, Vicent; Buck, Christian; Carl, Michael; Casacuberta Nolla, Francisco; Garcia Martinez, Maria Mercedes; Germann, Ulrich; González Rubio, Jesús; Hill, Robin L.; Kohen, Philipp; Leiva Torres, Luis Alberto; Mesa Lao, Bartolomé; Ortiz Martínez, Daniel; Saint-Amand, Herve; Tsoukala, Chara; Vidal, Enrique (Springer Verlag (Germany), 2014-12)
    [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 ...
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    On the effective deployment of current machine translation technology 
    González Rubio, Jesús (Universitat Politècnica de València, 2014-06-03)
    Machine translation is a fundamental technology that is gaining more importance each day in our multilingual society. Companies and particulars are turning their attention to machine translation since it dramatically ...
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    Partial least squares for word confidence estimation in machine translation 
    González Rubio, Jesús; Navarro Cerdán, José Ramón; Casacuberta Nolla, Francisco (Springer Verlag (Germany), 2013)
    We present a new technique to estimate the reliability of the words in automatically generated translations. Our approach addresses confidence estimation as a classification problem where a confidence score is to be predicted ...