Machine translation

"The dream of a universal translation device goes back many decades, long before Douglas Adams's fictional Babel fish provided this service in The Hitchhiker's Guide to the Galaxy. Since the advent of computers, research has focused on the design of digital machine translation tools--...

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Bibliographic Details
Main Author: Poibeau, Thierry, (Author)
Format: eBook
Language: English
Published: Cambridge, Massachusetts : The MIT Press, [2017]
Series: The MIT Press essential knowledge series
Subjects:
překladatelství
počítačová lingvistika
strojové překlady
translating
computational linguistics
machine translations
elektronické knihy
studie
electronic books
studies
ISBN: 9780262342445
9780262342452
9780262534215
Physical Description: 1 online zdroj (vi, 285 stran).

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Table of contents

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264 1 |a Cambridge, Massachusetts :  |b The MIT Press,  |c [2017] 
300 |a 1 online zdroj (vi, 285 stran). 
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520 |a "The dream of a universal translation device goes back many decades, long before Douglas Adams's fictional Babel fish provided this service in The Hitchhiker's Guide to the Galaxy. Since the advent of computers, research has focused on the design of digital machine translation tools--computer programs capable of automatically translating a text from a source language to a target language. This has become one of the most fundamental tasks of artificial intelligence. This volume in the MIT Press Essential Knowledge series offers a concise, nontechnical overview of the development of machine translation, including the different approaches, evaluation issues, and market potential. The main approaches are presented from a largely historical perspective and in an intuitive manner, allowing the reader to understand the main principles without knowing the mathematical details. The book begins by discussing problems that must be solved during the development of a machine translation system and offering a brief overview of the evolution of the field. It then takes up the history of machine translation in more detail, describing its pre-digital beginnings, rule-based approaches, the 1966 ALPAC (Automatic Language Processing Advisory Committee) report and its consequences, the advent of parallel corpora, the example-based paradigm, the statistical paradigm, the segment-based approach, the introduction of more linguistic knowledge into the systems, and the latest approaches based on deep learning. Finally, it considers evaluation challenges and the commercial status of the field, including activities by such major players as Google and Systran."- Resumé vydavatel 
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650 0 7 |a strojové překlady  |7 ph436036  |2 czenas 
650 0 9 |a translating  |2 eczenas 
650 0 9 |a computational linguistics  |2 eczenas 
650 0 9 |a machine translations  |2 eczenas 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 7 |a studie  |7 fd133597  |2 czenas 
655 9 |a electronic books  |2 eczenas 
655 9 |a studies  |2 eczenas 
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992 |c EBOOK-TN  |c MITPRESS 

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