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Machine translation

Known as: Mechanical translation, Machine translators, Automated translation 
Machine translation, sometimes referred to by the abbreviation MT (not to be confused with computer-aided translation, machine-aided human… 
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2018
Highly Cited
2018
Unsupervised Machine Translation Using Monolingual Corpora Only
Machine translation has recently achieved impressive performance thanks to recent advances in deep learning and the availability… 
Highly Cited
2018
Highly Cited
2018
Phrase-Based & Neural Unsupervised Machine Translation
Machine translation systems achieve near human-level performance on some languages, yet their effectiveness strongly relies on… 
Highly Cited
2016
Highly Cited
2016
Findings of the 2016 Conference on Machine Translation
This paper presents the results of the WMT16 shared tasks, which included five machine translation (MT) tasks (standard news, IT… 
Highly Cited
2007
Highly Cited
2007
Large Language Models in Machine Translation
Systems, methods, and computer program products for machine translation are provided. In some implementations a system is… 
Highly Cited
2006
Highly Cited
2006
Re-evaluating the Role of Bleu in Machine Translation Research
We argue that the machine translation community is overly reliant on the Bleu machine translation evaluation metric. We show that… 
Highly Cited
2004
Highly Cited
2004
Statistical Significance Tests for Machine Translation Evaluation
If two translation systems differ differ in performance on a test set, can we trust that this indicates a difference in true… 
Highly Cited
2004
Highly Cited
2004
Confidence Estimation for Machine Translation
We present a detailed study of confidence estimation for machine translation. Various methods for determining whether MT output… 
Highly Cited
2002
Highly Cited
2002
Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary
We describe a model of object recognition as machine translation. In this model, recognition is a process of annotating image… 
Highly Cited
1992
Highly Cited
1992
An introduction to machine translation
General introduction and brief history linguistic background computational aspects basic strategies analysis problems of transfer… 
Highly Cited
1990
Highly Cited
1990
A Statistical Approach to Machine Translation
In this paper, we present a statistical approach to machine translation. We describe the application of our approach to… 
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