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1. www.semanticscholar.org › paper › A-Statistical[PDF] A Statistical Approach to Machine Translation ...

   www.semanticscholar.org › paper › A-Statistical

   A Statistical Approach to Machine Translation. S. Nirenburg, H. Somers, Y. Wilks. Published 2003. Computer Science, Linguistics. This chapter contains sections titled: Introduction, The Language Model, The Translation Model, Searching, Parameter Estimation, Two Pilot Experiments, Plans, References. View via Publisher.

   • [PDF] Statistical Machine Translation | Semantic Scholar

     TLDR. A tutorial overview of the state of the art of...

   • Statistical Machine Translation: A Guide for Linguists and ...

     This paper presents an overview of Statistical Machine...

2. www.ling.upenn.edu › cogs502 › Brown1990A STATISTICAL APPROACH TO MACHINE TRANSLATION

   www.ling.upenn.edu › cogs502 › Brown1990

   In this paper, we present a statistical approach to machine translation. We describe the application of our approach to translation from French to English and give preliminary results. 1 INTRODUCTION The field of machine translation is almost as old as the modern digital computer. In 1949 Warren Weaver sug-

3. People also ask

   What is a statistical machine translation model?

   • The statistical machine translation model is trained with parallel data. A translation model is a table of aligned phrases and their translation. These phrases are called n-grams. The purpose of the translation model is to predict candidate translations for specific input texts.

   Statistical machine translation | Machine Translate

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   Which statistical machine translation AP-proaches are best?

   • While we consider here only phrase-based systems, we note that there are other statistical machine translation ap-proaches such as hierarchical phrase-based models (Chiang, 2007) and syntax-based models (Galley et al., 2004, 2006) that have been shown to give superior performance for language pairs such as Chinese–English and German–English.

   Neural Machine Translation - MT class

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   What are the components of statistical machine translation?

   • The most important components in statistical machine translation are the translation model and the language model. The language model is built from the output language monolingual data. The language model finds the best choice from the candidate translations based on the translation language.

   Statistical machine translation | Machine Translate

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   Does statistical machine translation improve the quality of Chinese-to-English translation?

   • He Zhongjun He Hua Wu Haifeng Wang The proposed method significantly improves the translation quality of the state-ofthe-art NMT system on Chinese-to-English translation tasks and incorporates statistical machine translation (SMT) features, such as a translation model and an n-gram language model, with the NMT model under the log-linear framework.

   Neural Machine Translation by Jointly Learning to Align and Translate

   www.semanticscholar.org/paper/Neural-Machine-Translation-by-Jointly-Learning-to-Bahdanau-Cho/fa72afa9b2cbc8f0d7b05d52548906610ffbb9c5

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4. assets.cambridge.org › 97805218 › 74151Statistical Machine Translation - Cambridge University Press ...

   assets.cambridge.org › 97805218 › 74151

   Statistical Machine Translation The field of machine translation has recently been energized by the emer-gence of statistical techniques, which have brought the dream of automatic language translation closer to reality. This class-tested textbook, authored by an active researcher in the field, provides a gentle and accessible intro-

5. ieeexplore.ieee.org › document › 6283745A Statistical Approach to Machine Translation | part of ...

   ieeexplore.ieee.org › document › 6283745

   A Statistical Approach to Machine Translation Abstract: This chapter contains sections titled: Introduction, The Language Model, The Translation Model, Searching, Parameter Estimation, Two Pilot Experiments, Plans, References

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7. www.researchgate.net › publication › 2476940_A(PDF) A Statistical Approach To Machine Translation

   www.researchgate.net › publication › 2476940_A

   Jul 7, 2002 · PDF | this paper, we present a statistical approach to machine translation. We describe the application of our approach to translation from French to... | Find, read and cite all the...