Building and Using Comparable Corpora for Multilingual Natural Language Processing Hardback
by Serge Sharoff, Reinhard Rapp, Pierre Zweigenbaum
Part of the Synthesis Lectures on Human Language Technologies series
Hardback
Description
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.
Information
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Out of stock
- Format:Hardback
- Pages:133 pages, 14 Illustrations, color; 17 Illustrations, black and white; VIII, 133 p. 31 illus., 14 il
- Publisher:Springer International Publishing AG
- Publication Date:24/08/2023
- Category:
- ISBN:9783031313837
Information
-
Out of stock
- Format:Hardback
- Pages:133 pages, 14 Illustrations, color; 17 Illustrations, black and white; VIII, 133 p. 31 illus., 14 il
- Publisher:Springer International Publishing AG
- Publication Date:24/08/2023
- Category:
- ISBN:9783031313837
