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Coverage for character based neural machine translation

Autor
Kazimi, B.; Ruiz, M.
Tipus d'activitat
Article en revista
Revista
Procesamiento del lenguaje natural (SEPLN)
Data de publicació
2017-09-22
Volum
59
Pàgina inicial
99
Pàgina final
106
Repositori
http://hdl.handle.net/2117/107805 Obrir en finestra nova
URL
http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/5498 Obrir en finestra nova
Resum
In recent years, Neural Machine Translation (NMT) has achieved state-of-the-art performance in translating from a language; source language, to another; target language. However, many of the proposed methods use word embedding techniques to represent a sentence in the source or target language. Character embedding techniques for this task has been suggested to represent the words in a sentence better. Moreover, recent NMT models use attention mechanism where the most relevant words in a source s...
Citació
Kazimi, B., Ruiz, M. Coverage for character based neural machine translation. "Procesamiento del lenguaje natural (SEPLN)", 22 Setembre 2017, vol. 59, p. 99-106.
Grup de recerca
IDEAI-UPC Intelligent Data Science and Artificial Intelligence
TALP - Centre de Tecnologies i Aplicacions del Llenguatge i la Parla
VEU - Grup de Tractament de la Parla

Participants

Arxius