Machine Learning In Translation Corpora Processing

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Machine Learning In Translation Corpora Processing

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Author : Krzysztof Wolk
language : en
Publisher: CRC Press
Release Date : 2019-02-25

Machine Learning In Translation Corpora Processing written by Krzysztof Wolk and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-25 with Computers categories.

This book reviews ways to improve statistical machine speech translation between Polish and English. Research has been conducted mostly on dictionary-based, rule-based, and syntax-based, machine translation techniques. Most popular methodologies and tools are not well-suited for the Polish language and therefore require adaptation, and language resources are lacking in parallel and monolingual data. The main objective of this volume to develop an automatic and robust Polish-to-English translation system to meet specific translation requirements and to develop bilingual textual resources by mining comparable corpora.

Machine Learning In Translation Corpora Processing

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Author : Krzysztof Wolk
language : en
Publisher: CRC Press
Release Date : 2019-02-25

Machine Learning In Translation Corpora Processing written by Krzysztof Wolk and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-25 with Computers categories.

This book reviews ways to improve statistical machine speech translation between Polish and English. Research has been conducted mostly on dictionary-based, rule-based, and syntax-based, machine translation techniques. Most popular methodologies and tools are not well-suited for the Polish language and therefore require adaptation, and language resources are lacking in parallel and monolingual data. The main objective of this volume to develop an automatic and robust Polish-to-English translation system to meet specific translation requirements and to develop bilingual textual resources by mining comparable corpora.

Neural Machine Translation

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Author : Philipp Koehn
language : en
Publisher: Cambridge University Press
Release Date : 2020-06-18

Neural Machine Translation written by Philipp Koehn and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-18 with Computers categories.

Learn how to build machine translation systems with deep learning from the ground up, from basic concepts to cutting-edge research.

Corpora In Translation And Contrastive Research In The Digital Age

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Author : Julia Lavid-López
language : en
Publisher: John Benjamins Publishing Company
Release Date : 2021-12-15

Corpora In Translation And Contrastive Research In The Digital Age written by Julia Lavid-López and has been published by John Benjamins Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-15 with Language Arts & Disciplines categories.

Corpus-based contrastive and translation research are areas that keep evolving in the digital age, as the range of new corpus resources and tools expands, opening up to different approaches and application contexts. The current book contains a selection of papers which focus on corpora and translation research in the digital age, outlining some recent advances and explorations. After an introductory chapter which outlines language technologies applied to translation and interpreting with a view to identifying challenges and research opportunities, the first part of the book is devoted to current advances in the creation of new parallel corpora for under-researched areas, the development of tools to manage parallel corpora or as an alternative to parallel corpora, and new methodologies to improve existing translation memory systems. The contributions in the second part of the book address a number of cutting-edge linguistic issues in the area of contrastive discourse studies and translation analysis on the basis of comparable and parallel corpora in several languages such as English, German, Swedish, French, Italian, Spanish, Portuguese and Turkish, thus showcasing the richness of the linguistic diversity carried out in these recent investigations. Given the multiplicity of topics, methodologies and languages studied in the different chapters, the book will be of interest to a wide audience working in the fields of translation studies, contrastive linguistics and the automatic processing of language.

Building And Using Comparable Corpora For Multilingual Natural Language Processing

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Author : Serge Sharoff
language : en
Publisher: Springer Nature
Release Date : 2023-08-23

Building And Using Comparable Corpora For Multilingual Natural Language Processing written by Serge Sharoff and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-23 with Computers categories.

This book provides a comprehensive overview of methods to build comparable corpora and of their applications, including machine translation, cross-lingual transfer, and various kinds of multilingual natural language processing. The authors begin with a brief history on the topic followed by a comparison to parallel resources and an explanation of why comparable corpora have become more widely used. In particular, they provide the basis for the multilingual capabilities of pre-trained models, such as BERT or GPT. The book then focuses on building comparable corpora, aligning their sentences to create a database of suitable translations, and using these sentence translations to produce dictionaries and term banks. Then, it is explained how comparable corpora can be used to build machine translation engines and to develop a wide variety of multilingual applications.

Progress In Machine Translation

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Author : Sergei Nirenburg
language : en
Publisher: IOS Press
Release Date : 1993

Progress In Machine Translation written by Sergei Nirenburg and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computers categories.

Natural Language Processing And Chinese Computing

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Author : Guodong Zhou
language : en
Publisher: Springer
Release Date : 2013-10-01

Natural Language Processing And Chinese Computing written by Guodong Zhou and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-01 with Computers categories.

This book constitutes the refereed proceedings of the Second CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2013, held in Chongqing, China, during November 2013. The 31 revised full papers presented together with three keynote talks and 13 short papers were carefully reviewed and selected from 203 submissions. The papers are organized in topical sections on fundamentals on language computing; applications on language computing; machine learning for NLP; machine translation and multi-lingual information access; NLP for social media and web mining, knowledge acquisition; NLP for search technology and ads; NLP fundamentals; NLP applications; NLP for social media.

Empirical Translation Studies

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Author : Gert De Sutter
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2017-05-08

Empirical Translation Studies written by Gert De Sutter and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-08 with Language Arts & Disciplines categories.

The present volume is devoted to the study of language use in translated texts as a function of various linguistic, contextual and cognitive factors. It contributes to the recent trend in empirical translation studies towards more methodological sophistication, including mixed methodology designs and multivariate statistical analyses, ultimately leading to a more accurate understanding of language use in translations.

Advances In Natural Language Processing

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Author : Tapio Salakoski
language : en
Publisher: Springer
Release Date : 2006-08-11

Advances In Natural Language Processing written by Tapio Salakoski and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-08-11 with Computers categories.

This book constitutes the refereed proceedings of the 5th International Conference on Natural Language Processing, FinTAL 2006, held in Turku, Finland in August 2006. The book presents 72 revised full papers together with 1 invited talk and the extended abstracts of 2 invited keynote addresses. The papers address all current issues in computational linguistics and monolingual and multilingual intelligent language processing - theory, methods and applications.

Learning And Collaboration Technologies Novel Technological Environments

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Author : Panayiotis Zaphiris
language : en
Publisher: Springer Nature
Release Date : 2022-06-16

Learning And Collaboration Technologies Novel Technological Environments written by Panayiotis Zaphiris and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-16 with Computers categories.

Chapter “Developing a VR Tool to Support Repeat Pattern Design Learning ” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.