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

   ieeexplore.ieee.org › document › 6283745

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

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2. dl.acm.org › doi › 10Statistical machine translation | ACM Computing Surveys

   dl.acm.org › doi › 10

   Aug 13, 2008 · Statistical machine translation (SMT) treats the translation of natural language as a machine learning problem. By examining many samples of human-produced translation, SMT algorithms automatically learn how to translate.

   • Author: Adam Lopez

   • Publish Year: 2008

3. People also ask

   What is statistical machine translation (SMT)?

   • Statistical machine translation (SMT) treats the translation of natural language as a machine learning problem. By examining many samples of human-produced translation, SMT algorithms automatically learn how to translate. SMT has made tremendous strides in less than two decades, and new ideas are constantly introduced.

   Statistical machine translation | ACM Computing Surveys

   dl.acm.org/doi/10.1145/1380584.1380586

   See all results for this question

   What is statistical machine translation?

   • In general, statistical techniques allow automatic translation systems to be built quickly for any language-pair using only translated texts and generic software. With increasing globalization, statistical machine translation will be central to communication and commerce.

   Statistical machine translation | Artificial intelligence and natural

   www.cambridge.org/us/universitypress/subjects/computer-science/artificial-intelligence-and-natural-language-processing/statistical-machine-translation?format=HB&isbn=9780521874151

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   How long should a machine translation course last?

   • Some suggestions for courses that last one semester or term: Undergraduate machine translation course: Lectures on Chapters 1–6, and optionally Chapters 7 and 8. Graduate machine translation course: Lectures on Chapter 1, give Chapters 2–3 as reading assignment, lectures on Chapters 4–8, and optionally Chapters 9, 10, or 11.

   Introduction (Chapter 1) - Statistical Machine Translation

   www.cambridge.org/core/books/statistical-machine-translation/introduction/5EBD0D6FD7D7C34955C1F9BA432D86C9

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   What is a machine translation engine based on?

   • Most of these solutions are based on Moses, a statistical machine translation engine that has grown in popularity, which uses the same approach as Google Translate. Once an ambitious project to start a machine translation movement, it has become progressively a reliable engine that complements human-based translation workflows.

   Statistical Machine Translation - an overview | ScienceDirect Topics

   www.sciencedirect.com/topics/computer-science/statistical-machine-translation

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4. www.cambridge.org › core › booksIntroduction (Chapter 1) - Statistical Machine Translation

   www.cambridge.org › core › books

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   We have broken up the book into three main parts: Foundations (Chapters 1–3), which provides essential background for novice readers, Core Methods (Chapters 4–8), which covers the principles of statistical machine translation in detail, and Advanced Topics (Chapters 9–11), which discusses more recent advances. Chapter 1: Introduction.

5. user.phil.hhu.de › ~waszczuk › teachingStatistical Machine Translation Introduction and Overview

   user.phil.hhu.de › ~waszczuk › teaching

   Statistical Approaches (1) Idea: translation via machine learning 1. Design a language-independent model that describes how to translate from one language to another and assign a probability/cost to each possible translation. 2. A model has a large number of parameters. These are learned from bilingual data (parallel corpora). → ” Training ...

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7. www.sciencedirect.com › topics › computer-scienceStatistical Machine Translation - an overview | ScienceDirect ...

   www.sciencedirect.com › topics › computer-science

   Statistical Machine Translation SMT is basically an application of Bayes and other probabilistic models to estimate the relative frequency with which a given phrase in the source language has been translated into the target language.

8. www.cambridge.org › us › universitypressStatistical machine translation | Artificial intelligence and ...

   www.cambridge.org › us › universitypress

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   This introductory text to statistical machine translation (SMT) provides all of the theories and methods needed to build a statistical machine translator, such as Google Language Tools and Babelfish.

9. www.ling.upenn.edu › courses › Spring_2011A STATISTICAL APPROACH TO MACHINE TRANSLATION

   www.ling.upenn.edu › courses › Spring_2011

   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.