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Chinese-Catalan: A neural machine translation approach based on pivoting and attention mechanisms

Author
Ruiz, M.; Casas, N.; Escolano, C.; Fonollosa, José A. R.
Type of activity
Journal article
Journal
ACM transactions on asian language information processing
Date of publication
2019-01-01
Volume
18
Number
4
First page
43-1
Last page
43-8
DOI
10.1145/3312575
Repository
http://hdl.handle.net/2117/165888 Open in new window
URL
https://dl.acm.org/citation.cfm?id=3312575 Open in new window
Abstract
This article innovatively addresses machine translation from Chinese to Catalan using neural pivot strategies trained without any direct parallel data. The Catalan language is very similar to Spanish from a linguistic point of view, which motivates the use of Spanish as pivot language. Regarding neural architecture, we are using the latest state-of-the-art, which is the Transformer model, only based on attention mechanisms. Additionally, this work provides new resources to the community, which c...
Citation
Ruiz, M. [et al.]. Chinese-Catalan: A neural machine translation approach based on pivoting and attention mechanisms. "ACM transactions on asian language information processing", 1 Gener 2019, vol. 18, núm. 4, p. 43-1-43-8.
Group of research
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
TALP - Centre for Language and Speech Technologies and Applications
VEU - Speech Processing Group