Translating with non-contiguous phrases (2005)
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| Venue: | In EMNLP |
| Citations: | 23 - 6 self |
BibTeX
@INPROCEEDINGS{Simard05translatingwith,
author = {Michel Simard and Nicola Cancedda and Bruno Cavestro and Marc Dymetman and Eric Gaussier and Cyril Goutte and Kenji Yamada},
title = {Translating with non-contiguous phrases},
booktitle = {In EMNLP},
year = {2005},
pages = {755--762}
}
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Abstract
This paper presents a phrase-based statistical machine translation method, based on non-contiguous phrases, i.e. phrases with gaps. A method for producing such phrases from a word-aligned corpora is proposed. A statistical translation model is also presented that deals such phrases, as well as a training method based on the maximization of translation accuracy, as measured with the NIST evaluation metric. Translations are produced by means of a beam-search decoder. Experimental results are presented, that demonstrate how the proposed method allows to better generalize from the training data. 1
