Bilingual N-gram Statistical Machine Translation
José B. Mariño, Rafael E. Banchs, Josep M. Crego, Adrià de Gispert, Patrik Lambert, José A. R. Fonollosa, Marta Ruiz
Abstract
This paper describes a statistical machine translation system that uses a translation model which is based on bilingual n-grams. When this translation model is log-linearly combined with four specific feature functions, state of the art translations are achieved for Spanish-to-English and English-to-Spanish translation tasks. Some specific results obtained for the EPPS (European Parliament Plenary Sessions) data are presented and discussed. Finally, future research issues are depicted.- Anthology ID:
- 2005.mtsummit-papers.36
- Volume:
- Proceedings of Machine Translation Summit X: Papers
- Month:
- September 13-15
- Year:
- 2005
- Address:
- Phuket, Thailand
- Venue:
- MTSummit
- SIG:
- Publisher:
- Note:
- Pages:
- 275–282
- Language:
- URL:
- https://aclanthology.org/2005.mtsummit-papers.36
- DOI:
- Cite (ACL):
- José B. Mariño, Rafael E. Banchs, Josep M. Crego, Adrià de Gispert, Patrik Lambert, José A. R. Fonollosa, and Marta Ruiz. 2005. Bilingual N-gram Statistical Machine Translation. In Proceedings of Machine Translation Summit X: Papers, pages 275–282, Phuket, Thailand.
- Cite (Informal):
- Bilingual N-gram Statistical Machine Translation (Mariño et al., MTSummit 2005)
- PDF:
- https://preview.aclanthology.org/nschneid-patch-4/2005.mtsummit-papers.36.pdf