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Evaluation of machine translation

Various methods for the evaluation for machine translation have been employed. This article focuses on the evaluation of the output of machine… Expand
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Papers overview

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Highly Cited
2011
Highly Cited
2011
This paper describes Meteor 1.3, our submission to the 2011 EMNLP Workshop on Statistical Machine Translation automatic… Expand
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Highly Cited
2009
Highly Cited
2009
The Meteor Automatic Metric for Machine Translation evaluation, originally developed and released in 2004, was designed with the… Expand
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Highly Cited
2008
Highly Cited
2008
This paper analyzes the translation quality of machine translation systems for 10 language pairs translating between Czech… Expand
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Highly Cited
2007
Highly Cited
2007
This paper evaluates the translation quality of machine translation systems for 8 language pairs: translating French, German… Expand
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Highly Cited
2006
Highly Cited
2006
Any scientific endeavour must be evaluated in order to assess its correctness. In many applied sciences it is necessary to check… Expand
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Highly Cited
2006
Highly Cited
2006
We evaluated machine translation performance for six European language pairs that participated in a shared task: translating… Expand
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Highly Cited
2004
Highly Cited
2004
In this paper we describe two new objective automatic evaluation methods for machine translation. The first method is based on… Expand
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Highly Cited
2003
Highly Cited
2003
  • F. Och
  • ACL
  • 2003
  • Corpus ID: 5474833
Often, the training procedure for statistical machine translation models is based on maximum likelihood or related criteria. A… Expand
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Highly Cited
2002
Highly Cited
2002
Human evaluations of machine translation are extensive but expensive. Human evaluations can take months to finish and involve… Expand
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Highly Cited
2002
Highly Cited
2002
Evaluation is recognized as an extremely helpful forcing function in Human Language Technology R&D. Unfortunately, evaluation has… Expand
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