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Building and Using Comparable Corpora for Multilingual Natural Language Processing (Synthesis Lectures on Human Language Technologies) [9783031313837]

Building and Using Comparable Corpora for Multilingual Natural Language Processing (Synthesis Lectures on Human Language Technologies) [9783031313837]

Hardcover
SKU: 9783031313837
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Overview

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.



The book, Building and Using Comparable Corpora for Multilingual Natural Language Processing (Synthesis Lectures on Human Language Technologies) [Bulk, Wholesale, Quantity] ISBN#9783031313837 in Hardcover by Serge Sharoff, Reinhard Rapp, Pierre Zweigenbaum may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Author:
Serge Sharoff Reinhard Rapp Pierre Zweigenbaum
Format:
Hardcover
Publication Date:
08/24/2023
ISBN-13:
9783031313837
Pages:
133
Publisher:
Springer International Publishing

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