@inproceedings{jawaid-bojar-2014-two,
title = "Two-Step Machine Translation with Lattices",
author = "Jawaid, Bushra and
Bojar, Ond{\v{r}}ej",
editor = "Calzolari, Nicoletta and
Choukri, Khalid and
Declerck, Thierry and
Loftsson, Hrafn and
Maegaard, Bente and
Mariani, Joseph and
Moreno, Asuncion and
Odijk, Jan and
Piperidis, Stelios",
booktitle = "Proceedings of the Ninth International Conference on Language Resources and Evaluation ({LREC}'14)",
month = may,
year = "2014",
address = "Reykjavik, Iceland",
publisher = "European Language Resources Association (ELRA)",
url = "http://www.lrec-conf.org/proceedings/lrec2014/pdf/610_Paper.pdf",
pages = "682--686",
abstract = "The idea of two-step machine translation was introduced to divide the complexity of the search space into two independent steps: (1) lexical translation and reordering, and (2) conjugation and declination in the target language. In this paper, we extend the two-step machine translation structure by replacing state-of-the-art phrase-based machine translation with the hierarchical machine translation in the 1st step. We further extend the fixed string-based input format of the 2nd step with word lattices (Dyer et al., 2008); this provides the 2nd step with the opportunity to choose among a sample of possible reorderings instead of relying on the single best one as produced by the 1st step.",
}
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%0 Conference Proceedings
%T Two-Step Machine Translation with Lattices
%A Jawaid, Bushra
%A Bojar, Ondřej
%Y Calzolari, Nicoletta
%Y Choukri, Khalid
%Y Declerck, Thierry
%Y Loftsson, Hrafn
%Y Maegaard, Bente
%Y Mariani, Joseph
%Y Moreno, Asuncion
%Y Odijk, Jan
%Y Piperidis, Stelios
%S Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC’14)
%D 2014
%8 May
%I European Language Resources Association (ELRA)
%C Reykjavik, Iceland
%F jawaid-bojar-2014-two
%X The idea of two-step machine translation was introduced to divide the complexity of the search space into two independent steps: (1) lexical translation and reordering, and (2) conjugation and declination in the target language. In this paper, we extend the two-step machine translation structure by replacing state-of-the-art phrase-based machine translation with the hierarchical machine translation in the 1st step. We further extend the fixed string-based input format of the 2nd step with word lattices (Dyer et al., 2008); this provides the 2nd step with the opportunity to choose among a sample of possible reorderings instead of relying on the single best one as produced by the 1st step.
%U http://www.lrec-conf.org/proceedings/lrec2014/pdf/610_Paper.pdf
%P 682-686
Markdown (Informal)
[Two-Step Machine Translation with Lattices](http://www.lrec-conf.org/proceedings/lrec2014/pdf/610_Paper.pdf) (Jawaid & Bojar, LREC 2014)
ACL
- Bushra Jawaid and Ondřej Bojar. 2014. Two-Step Machine Translation with Lattices. In Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), pages 682–686, Reykjavik, Iceland. European Language Resources Association (ELRA).