Building And Using Comparable Corpora

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Building And Using Comparable Corpora

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Author : Serge Sharoff
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-12-13

Building And Using Comparable Corpora written by Serge Sharoff and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-13 with Computers categories.

The 1990s saw a paradigm change in the use of corpus-driven methods in NLP. In the field of multilingual NLP (such as machine translation and terminology mining) this implied the use of parallel corpora. However, parallel resources are relatively scarce: many more texts are produced daily by native speakers of any given language than translated. This situation resulted in a natural drive towards the use of comparable corpora, i.e. non-parallel texts in the same domain or genre. Nevertheless, this research direction has not produced a single authoritative source suitable for researchers and students coming to the field. The proposed volume provides a reference source, identifying the state of the art in the field as well as future trends. The book is intended for specialists and students in natural language processing, machine translation and computer-assisted translation.

Building And Using Comparable Corpora For Multilingual Natural Language Processing

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Author : Serge Sharoff
language : en
Publisher: Springer
Release Date : 2024-08-24

Building And Using Comparable Corpora For Multilingual Natural Language Processing written by Serge Sharoff and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-24 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.

Bucc 2009

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Author :
language : en
Publisher:
Release Date : 2009

Bucc 2009 written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Computational linguistics categories.

43rd Annual Meeting Of The Association For Computational Linguistics

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Author :
language : en
Publisher:
Release Date : 2005

43rd Annual Meeting Of The Association For Computational Linguistics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Computational linguistics categories.

Using Comparable Corpora For Under Resourced Areas Of Machine Translation

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Author : Inguna Skadiņa
language : en
Publisher: Springer
Release Date : 2019-02-06

Using Comparable Corpora For Under Resourced Areas Of Machine Translation written by Inguna Skadiņa and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-06 with Computers categories.

This book provides an overview of how comparable corpora can be used to overcome the lack of parallel resources when building machine translation systems for under-resourced languages and domains. It presents a wealth of methods and open tools for building comparable corpora from the Web, evaluating comparability and extracting parallel data that can be used for the machine translation task. It is divided into several sections, each covering a specific task such as building, processing, and using comparable corpora, focusing particularly on under-resourced language pairs and domains. The book is intended for anyone interested in data-driven machine translation for under-resourced languages and domains, especially for developers of machine translation systems, computational linguists and language workers. It offers a valuable resource for specialists and students in natural language processing, machine translation, corpus linguistics and computer-assisted translation, and promotes the broader use of comparable corpora in natural language processing and computational linguistics.

Proceedings Of The Lrec 2020 13th Workshop On Building And Using Comparable Corpora

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Author : Workshop on Building and Using Comparable Corpora
language : en
Publisher:
Release Date : 2020

Proceedings Of The Lrec 2020 13th Workshop On Building And Using Comparable Corpora written by Workshop on Building and Using Comparable Corpora and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.

15th Workshop On Building And Using Comparable Corpora Bucc 2022

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Author : Reinhard Rapp
language : en
Publisher:
Release Date : 2022

15th Workshop On Building And Using Comparable Corpora Bucc 2022 written by Reinhard Rapp and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.

4th Workshop On Building And Using Comparable Corpora

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Author :
language : en
Publisher:
Release Date : 2011

4th Workshop On Building And Using Comparable Corpora written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Computational linguistics categories.

4th Workshop On Building And Using Comparable Corpora Comparable Corpora And The Web

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Author :
language : en
Publisher:
Release Date : 2011

4th Workshop On Building And Using Comparable Corpora Comparable Corpora And The Web written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Computational linguistics categories.

Sixth Workshop On Building And Using Comparable Corpora 2013

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Author :
language : en
Publisher:
Release Date : 2013

Sixth Workshop On Building And Using Comparable Corpora 2013 written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.