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A hybrid machine translation architecture guided by syntax

Autor
Labaka, G.; España-Bonet, C.; Marquez, L.; Sarasola, K.
Tipus d'activitat
Article en revista
Revista
Machine translation
Data de publicació
2014-09-16
Volum
28
Pàgina inicial
1
Pàgina final
35
DOI
https://doi.org/10.1007/s10590-014-9153-0 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/24404 Obrir en finestra nova
URL
http://link.springer.com/article/10.1007/s10590-014-9153-0 Obrir en finestra nova
Resum
This article presents a hybrid architecture which combines rule-based machine translation (RBMT) with phrase-based statistical machine translation (SMT). The hybrid translation system is guided by the rule-based engine. Before the transfer step, a varied set of partial candidate translations is calculated with the SMT system and used to enrich the tree-based representation with more translation alternatives. The final translation is constructed by choosing the most probable combination among the...
Citació
Labaka, G. [et al.]. A hybrid machine translation architecture guided by syntax. "Machine translation", 16 Setembre 2014, vol. 28, p. 1-35.
Paraules clau
Hybrid Machine Translation, Rule-based Mt, Phrase-based Statistical Mt, Spanish–basque Mt
Grup de recerca
GPLN - Grup de Processament del Llenguatge Natural

Participants

  • Labaka, Gorka  (autor)
  • España Bonet, Cristina  (autor)
  • Màrquez Villodre, Lluís  (autor)
  • Sarasola, Kepa  (autor)