Building and Using Comparable Corpora for Multilingual Natural Language Processing

Name: Building and Using Comparable Corpora for Multilingual Natural Language Processing
Brand: Springer International Publishing
SKU: 9783031313868
Price: 216.95 RON
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Autor: Pierre Zweigenbaum, Reinhard Rapp

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Editura: Springer International Publishing

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This book provides a comprehensive overview of methods to build comparable corpora and of their appl...

Informații despre carte

Autor

Pierre Zweigenbaum, Reinhard Rapp

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2024

Pagini

144

EAN

9783031313868

ISBN

3031313860

Enbook ID

46462483

Editura

Springer International Publishing

Greutate

255

Dimensiuni

168 x 240 x 9

Descriere completă

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.

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Building and Using Comparable Corpora for Multilingual Natural Language Processing

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Descriere completă

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