Statistical machine translation

Known as: Statistically-based translation, Statistically based translation, SMT 
Statistical machine translation (SMT) is a machine translation paradigm where translations are generated on the basis of statistical models whose… (More)
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Highly Cited
2010
Highly Cited
2010
Statistical Machine Translation provides a comprehensive and clear introduction to the most prominent techniques employed in the… (More)
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Highly Cited
2007
Highly Cited
2007
Recent research presents conflicting evidence on whether word sense disambiguation (WSD) systems can help to improve the… (More)
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Highly Cited
2005
Highly Cited
2005
We collected a corpus of parallel text in 11 languages from the proceedings of the European Parliament, which are published on… (More)
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Highly Cited
2005
Highly Cited
2005
We describe a method for incorporating syntactic information in statistical machine translation systems. The first step of the… (More)
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Highly Cited
2004
Highly Cited
2004
In an ordinary syntactic parser, the input is a string, and the grammar ranges over strings. This paper explores generalizations… (More)
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Highly Cited
2004
Highly Cited
2004
We present a novel morphological analysis technique which induces a morphological and syntactic symmetry between two languages… (More)
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Highly Cited
2003
Highly Cited
2003
Often, the training procedure for statistical machine translation models is based on maximum likelihood or related criteria. A… (More)
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Highly Cited
2002
Highly Cited
2002
This paper is based on the work carried out in the framework of the Verbmobil project, which is a limited-domain speech… (More)
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Highly Cited
1999
Highly Cited
1999
In this paper, we describe improved alignment models for statistical machine translation. The statistical translation approach… (More)
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Highly Cited
1993
Highly Cited
1993
We describe a series o,f five statistical models o,f the translation process and give algorithms,for estimating the parameters o… (More)
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