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Chinese–Spanish neural machine translation enhanced with character and word bitmap fonts

Autor
Ruiz, M.; Aldón, D.; Fonollosa, José A. R.
Tipus d'activitat
Article en revista
Revista
Machine translation
Data de publicació
2017-04-06
Pàgina inicial
1
Pàgina final
13
DOI
https://doi.org/10.1007/s10590-017-9196-0 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/104271 Obrir en finestra nova
URL
https://link.springer.com/article/10.1007%2Fs10590-017-9196-0 Obrir en finestra nova
Resum
Recently, machine translation systems based on neural networks have reached state-of-the-art results for some pairs of languages (e.g., German–English). In this paper, we are investigating the performance of neural machine translation in Chinese–Spanish, which is a challenging language pair. Given that the meaning of a Chinese word can be related to its graphical representation, this work aims to enhance neural machine translation by using as input a combination of: words or characters and t...
Citació
Ruiz, M., Aldón, D., Fonollosa, J. A. R. Chinese–Spanish neural machine translation enhanced with character and word bitmap fonts. "Machine translation", 6 Abril 2017, p. 1-13.
Paraules clau
Bitmap fonts, Chinese–Spanish, Neural machine translation
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

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