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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… Expand
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2020
Review
2020
Anaphora and Coreference Resolution: A Review
Entity resolution aims at resolving repeated references to an entity in a document and forms a core component of natural language… Expand
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Review
2019
Review
2019
Machine Learning Testing: Survey, Landscapes and Horizons
This paper provides a comprehensive survey of Machine Learning Testing (ML testing) research. It covers 144 papers on testing… Expand
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Review
2019
Review
2019
Neural Architecture Search: A Survey
Deep Learning has enabled remarkable progress over the last years on a variety of tasks, such as image recognition, speech… Expand
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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… Expand
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Review
2018
Review
2018
A Structured Review of the Validity of BLEU
  • Ehud Reiter
  • Computational Linguistics
  • 2018
    • Corpus ID: 49742509
The BLEU metric has been widely used in NLP for over 15 years to evaluate NLP systems, especially in machine translation and… Expand
Highly Cited
2006
Highly Cited
2006
Re-evaluation 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… Expand
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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… Expand
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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… Expand
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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… Expand
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… Expand
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