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Listar por autor "González Rubio, Jesús"

Mostrando ítems 1-10 de 10

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 ...
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 ...
Balancing User Effort and Translation Error in Interactive Machine Translation Via Confidence Measures

González-Rubio, Jesús; Ortiz-Martinez, Daniel; Casacuberta Nolla, Francisco (Association for Computational Linguistics, 2010-07-11)

[EN] This work deals with the application of confidence measures within an interactive-predictive machine translation system in order to reduce human effort. If a small loss in translation quality can be tolerated for the ...
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 ...
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 ...
Interactive Machine Translation

Toselli, Alejandro Héctor; Vidal, Enrique; Casacuberta, Francisco; Civera Saiz, Jorge; González Rubio, Jesús; Ortiz-Martínez, Daniel (Springer, 2011)

[EN] Achieving high-quality translation between any pair of languages is not possible with the current Machine-Translation (MT) technology a human post-editing of the outputs of the MT system being necessary. Therefore, ...
Interactive Machine Translation using Hierarchical Translation Model

González-Rubio, Jesús; Ortiz-Martínez, Daniel; Benedí Ruiz, José Miguel; Casacuberta Nolla, Francisco (Association for Computational Linguistics, 2013-10-21)

[EN] Current automatic machine translation systems are not able to generate error-free translations and human intervention is often required to correct their output. Alternatively, an interactive framework that integrates ...
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 ...
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 ...
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 ...