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Více informací o knize Building and Using Comparable Corpora for Multilingual Natural Language Processing

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• Anotace
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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v němčině Naturwissenschaften, Medizin, Informatik, Technik Informatik, EDV Informatik

• Plný název: Building and Using Comparable Corpora for Multilingual Natural Language Processing
• Autor: Pierre Zweigenbaum, Reinhard Rapp
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 144
• EAN: 9783031313868
• ISBN: 3031313860
• ID: 46462483
• Nakladatelství: Springer International Publishing
• Hmotnost: 255 g
• Rozměry: 240 × 168 × 9 mm
• Datum vydání: 24. August 2024

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