| 期刊全稱 | Building and Using Comparable Corpora for Multilingual Natural Language Processing | | 影響因子2023 | Serge Sharoff,Reinhard Rapp,Pierre Zweigenbaum | | 視頻video | http://file.papertrans.cn/192/191858/191858.mp4 | | 發(fā)行地址 | Explains the background and basic principles of comparable and parallel corpora for Natural Language Processing.Provides an in-depth explanation of how to build comparable corpora for Machine Translat | | 學科分類 | Synthesis Lectures on Human Language Technologies | | 圖書封面 |  | | 影響因子 | 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.. | | Pindex | Book 2023 |
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