Building and Using Comparable Corpora for Multilingual Natural Language Processing Book Reviews
Building and Using Comparable Corpora for Multilingual Natural Language Processing by Serge Sharoff, Reinhard Rapp & Pierre Zweigenbaum Book Summary
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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| Book Name | Building and Using Comparable Corpora for Multilingual Natural Language Processing |
| Genre | Computers |
| Author | Serge Sharoff, Reinhard Rapp & Pierre Zweigenbaum |
| Published | 23 August 2023, Wednesday |
| Language | English |
| E-Book Size | 7.81 MB |
Building and Using Comparable Corpora for Multilingual Natural Language Processing (Serge Sharoff, Reinhard Rapp & Pierre Zweigenbaum) Book Reviews 2024
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Summary of Building and Using Comparable Corpora for Multilingual Natural Language Processing by Serge Sharoff, Reinhard Rapp & Pierre Zweigenbaum
The Building and Using Comparable Corpora for Multilingual Natural Language Processing book written by Serge Sharoff, Reinhard Rapp & Pierre Zweigenbaum was published on 23 August 2023, Wednesday in the Computers category. A total of 140 readers of the book gave the book 0 points out of 5.
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