Building and Using Comparable Corpora for Multilingual Natural Language Processing is popular PDF and ePub book, written by Serge Sharoff in 2023-08-23, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Building and Using Comparable Corpora for Multilingual Natural Language Processing can be Read Online from any device for your convenience.
Building and Using Comparable Corpora for Multilingual Natural Language Processing Book PDF 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.
Detail Book of Building and Using Comparable Corpora for Multilingual Natural Language Processing PDF
- Author : Serge Sharoff
- Release : 23 August 2023
- Publisher : Springer Nature
- ISBN : 9783031313844
- Genre : Computers
- Total Page : 138 pages
- Language : English
- PDF File Size : 7,7 Mb
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