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Interactivity, Adaptation and Multimodality in Neural Sequence-to-sequence Learning

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Interactivity, Adaptation and Multimodality in Neural Sequence-to-sequence Learning

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Peris Abril, Á. (2019). Interactivity, Adaptation and Multimodality in Neural Sequence-to-sequence Learning [Tesis doctoral no publicada]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/134058

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Title: Interactivity, Adaptation and Multimodality in Neural Sequence-to-sequence Learning
Author:
Director(s): Casacuberta Nolla, Francisco
UPV Unit: Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Read date / Event date:
2019-11-29
Issued date:
Abstract:
[ES] El problema conocido como de secuencia a secuencia consiste en transformar una secuencia de entrada en una secuencia de salida. Bajo esta perspectiva se puede atacar una amplia cantidad de problemas, entre los cuales ...[+]


[CAT] El problema conegut com a de seqüència a seqüència consisteix en transformar una seqüència d'entrada en una seqüència d'eixida. Seguint aquesta perspectiva, es pot atacar una àmplia quantitat de problemes, entre els ...[+]


[EN] The sequence-to-sequence problem consists in transforming an input sequence into an output sequence. A variety of problems can be posed in these terms, including machine translation, speech recognition or multimedia ...[+]
Subjects: Traducción automática , Reconocimiento de formas , Aprendizaje automático , Redes neuronales , Neural Networks , Deep Learning , Machine Translation , Pattern Recognition , Machine Learning
Copyrigths: Reserva de todos los derechos
DOI: 10.4995/Thesis/10251/134058
Thanks:
Section 5.4 describes an user evaluation of an adaptive translation system. This was done in collaboration with Miguel Domingo and the company Pangeanic, with funding from the Spanish Center for Technological and Industrial ...[+]
Type: Tesis doctoral

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