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English-catalan neural machine translation in the biomedical domain through the cascade approach

Author
Ruiz, M.; Casas, N.; Melero, M.
Type of activity
Presentation of work at congresses
Name of edition
11th International Conference on Language Resources and Evaluation
Date of publication
2018
Presentation's date
2018-05-08
Book of congress proceedings
LREC 2018: Workshop MultilingualBIO: Multilingual Biomedical Text Processing: proceedings
First page
21
Last page
24
Repository
http://hdl.handle.net/2117/116843 Open in new window
Abstract
This paper describes the methodology followed to build a neural machine translation system in the biomedical domain for the English-Catalan language pair. This task can be considered a low-resourced task from the point of view of the domain and the language pair. To face this task, this paper reports experiments on a cascade pivot strategy through Spanish for the neural machine translation using the English-Spanish SCIELO and Spanish-Catalan El Periódico database. To test the final performance ...
Citation
Ruiz, M., Casas, N., Melero, M. English-catalan neural machine translation in the biomedical domain through the cascade approach. A: International Conference on Language Resources and Evaluation. "LREC 2018: Workshop MultilingualBIO: Multilingual Biomedical Text Processing: proceedings". 2018, p. 21-24.
Keywords
Biomedical, English-Catalan, Neural Machine Translation
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

Participants

  • Ruiz Costa-jussa, Marta  (author and speaker )
  • Casas, Noe  (author and speaker )
  • Melero, Maite  (author and speaker )