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Machine translation
Known as:
Mechanical translation
, Machine translators
, Automated translation
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Machine translation, sometimes referred to by the abbreviation MT (not to be confused with computer-aided translation, machine-aided human…
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AI winter
AI-complete
APEXC
Apache Wave
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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
Guillaume Lample
,
Ludovic Denoyer
,
Marc'Aurelio Ranzato
ICLR
2018
Corpus ID: 3518190
Machine translation has recently achieved impressive performance thanks to recent advances in deep learning and the availability…
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Highly Cited
2018
Highly Cited
2018
Phrase-Based & Neural Unsupervised Machine Translation
Guillaume Lample
,
Myle Ott
,
A. Conneau
,
Ludovic Denoyer
,
Marc'Aurelio Ranzato
EMNLP
2018
Corpus ID: 5033497
Machine translation systems achieve near human-level performance on some languages, yet their effectiveness strongly relies on…
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Highly Cited
2016
Highly Cited
2016
Findings of the 2016 Conference on Machine Translation
Ondrej Bojar
,
R. Chatterjee
,
+18 authors
Marcos Zampieri
WMT
2016
Corpus ID: 14421595
This paper presents the results of the WMT16 shared tasks, which included five machine translation (MT) tasks (standard news, IT…
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Highly Cited
2007
Highly Cited
2007
Large Language Models in Machine Translation
T. Brants
,
Ashok Popat
,
P. Xu
,
F. Och
,
J. Dean
EMNLP
2007
Corpus ID: 633992
Systems, methods, and computer program products for machine translation are provided. In some implementations a system is…
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Highly Cited
2006
Highly Cited
2006
Re-evaluating the Role of Bleu in Machine Translation Research
Chris Callison-Burch
,
M. Osborne
,
Philipp Koehn
EACL
2006
Corpus ID: 7647892
We argue that the machine translation community is overly reliant on the Bleu machine translation evaluation metric. We show that…
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Highly Cited
2004
Highly Cited
2004
Statistical Significance Tests for Machine Translation Evaluation
Philipp Koehn
EMNLP
2004
Corpus ID: 15119437
If two translation systems differ differ in performance on a test set, can we trust that this indicates a difference in true…
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Highly Cited
2004
Highly Cited
2004
Confidence Estimation for Machine Translation
J. Blatz
,
Erin Fitzgerald
,
+5 authors
Nicola Ueffing
COLING
2004
Corpus ID: 773282
We present a detailed study of confidence estimation for machine translation. Various methods for determining whether MT output…
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Highly Cited
2002
Highly Cited
2002
Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary
P. D. Sahin
,
Kobus Barnard
,
João Freitas
,
D. Forsyth
ECCV
2002
Corpus ID: 12561212
We describe a model of object recognition as machine translation. In this model, recognition is a process of annotating image…
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Highly Cited
1992
Highly Cited
1992
An introduction to machine translation
W. J. Hutchins
,
H. Somers
1992
Corpus ID: 5347778
General introduction and brief history linguistic background computational aspects basic strategies analysis problems of transfer…
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Highly Cited
1990
Highly Cited
1990
A Statistical Approach to Machine Translation
P. Brown
,
J. Cocke
,
+5 authors
P. Roossin
Comput. Linguistics
1990
Corpus ID: 14386564
In this paper, we present a statistical approach to machine translation. We describe the application of our approach to…
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