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[PDF] An introduction to machine translation: - Capita Translation and

Machine translation (MT) is the use of software to translate text from one language to another The term spans a variety of tools, with differing levels of maturity - 
Capita TI WHITE PAPER Machine Translation December UK


[PDF] What is Machine Translation? - KantanMT

Machine translation (MT) is automated translation or “translation carried out by a computer”, as defined in the Oxford English dictionary It is a process, 
Machine Translation


[PDF] Theoretical Overview of Machine translation - CEUR-WSorg

Machine translation, commonly known as MT, can be defined as “translation from one natural language (source language (SL)) to another language (target 
Paper






[PDF] Machine Translation - Association for Computational Linguistics

Elements ot the history, state of the art, and probable future of Machine Translation (MT) are discussed The treatment is largely tutorial, based on the assumption 
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[PDF] Machine Translation for Academic Purposes - ERIC

Machine translation (MT) is a modern method of translation through computer assistance, which is a sub-field of computational linguistics This academic and
ED


[PDF] a Concept for Machine Translation Evaluation and Detection

This thesis intends to present MT- ness as a research object and suggests an MT evaluation method based on determining whether the translation is machine-like  
TesiJMORE


[PDF] Machine Translation of Fictional and Non- fictional texts - DiVA

examining translated fictional and non-fictional texts, and the extent to which these different text types are better or worse suited for machine translation
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Machine Translation Systems

This type of machine translation system is generally designed to translate between two closely related languages In direct translation systems, the source-  
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Neural Machine Translation by Jointly Learning to Align and Translate

19-May-2016 Unlike the traditional statistical machine translation the neural machine translation aims at building a single neural network that can be ...



Neural Machine Translation of Rare Words with Subword Units

Neural machine translation (NMT) mod- els typically operate with a fixed vocabu- lary but translation is an open-vocabulary problem.



Neural Machine Translation with Monolingual Translation Memory

01-Aug-2021 Prior work has proved that Translation mem- ory (TM) can boost the performance of Neural. Machine Translation (NMT). In contrast to ex-.



BLEU: a Method for Automatic Evaluation of Machine Translation

BLEU: a Method for Automatic Evaluation of Machine Translation. Kishore Papineni Salim Roukos



Dual Learning for Machine Translation

While neural machine translation (NMT) is making good progress in the past two years tens of millions of bilingual sentence pairs are needed for its 



A Survey of Deep Learning Techniques for Neural Machine

18-Feb-2020 Machine translation (MT) is a classic sub-field in NLP that investigates how to use computer software to translate the text or speech from one ...



Googles Neural Machine Translation System: Bridging the Gap

08-Oct-2016 Neural Machine Translation (NMT) is an end-to-end learning approach for automated translation with the potential to overcome many of the ...



DEEP: DEnoising Entity Pre-training for Neural Machine Translation

22-May-2022 It has been shown that machine translation models usually generate poor translations for named entities that are infrequent in the train-.



Part 5: Machine Translation Evaluation

6 describes significant recent work by members of the GALE research community on developing improved automatic evaluation metrics for machine translation. 5.1.1 



Beyond English-Centric Multilingual Machine Translation

Abstract. Existing work in translation demonstrated the potential of massively multilingual machine translation by training a single model able to translate 



Neural Machine Translation of Rare Words with Subword Units

Neural machine translation (NMT) mod- els typically operate with a fixed vocabu- lary but translation is an open-vocabulary problem.



The Mathematics of Statistical Machine Translation: Parameter

The Mathematics of Statistical Machine. Translation: Parameter Estimation. Peter E Brown*. IBM T.J. Watson Research Center. Vincent J. Della Pietra*.



Guiding Neural Machine Translation with Retrieved Translation Pieces

One of the difficulties of neural machine trans- lation (NMT) is the recall and appropriate translation of low-frequency words or phrases.



On the Properties of Neural Machine Translation: Encoder--Decoder

ties of the neural machine translation us- ing two models; RNN Encoder–Decoder and a newly proposed gated recursive con- volutional neural network.



Fast and Accurate Neural Machine Translation with Translation

1 août 2021 based neural machine translation (NMT) only on the TM-specialized translation tasks rather than general tasks with a non-negligible com-.



BLEU: a Method for Automatic Evaluation of Machine Translation

BLEU: a Method for Automatic Evaluation of Machine Translation. Kishore Papineni Salim Roukos



Document Graph for Neural Machine Translation - Mingzhou Xu1

7 nov. 2021 neural machine translation (NMT). However most existing document-level NMT methods only consider a few number of previous sen- tences.



Discriminative Reranking for Neural Machine Translation

1 août 2021 These mod- els have a long history in NLP and we re- visit discriminative reranking for modern neu- ral machine translation models by training ...



Machine Translation

4 oct. 2019 are less ambiguous and easier for computers to translate. A brief history of machine translation. Machine translation is an area of research ...



Neural Machine Translation with Monolingual Translation Memory

1 août 2021 Prior work has proved that Translation mem- ory (TM) can boost the performance of Neural. Machine Translation (NMT). In contrast to ex-.

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