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Titlebook: Building and Using Comparable Corpora for Multilingual Natural Language Processing; Serge Sharoff,Reinhard Rapp,Pierre Zweigenbaum Book 20

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發(fā)表于 2025-3-21 19:49:41 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱Building and Using Comparable Corpora for Multilingual Natural Language Processing
影響因子2023Serge Sharoff,Reinhard Rapp,Pierre Zweigenbaum
視頻videohttp://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(xué)科分類Synthesis Lectures on Human Language Technologies
圖書封面Titlebook: Building and Using Comparable Corpora for Multilingual Natural Language Processing; Serge Sharoff,Reinhard Rapp,Pierre Zweigenbaum Book 20
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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1947-4040 tion of how to build comparable corpora for Machine TranslatThis 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
地板
發(fā)表于 2025-3-22 05:54:14 | 只看該作者
Kontaktnetzwerke und Superspreader,rpora. By exploring a larger share of the levels of comparability introduced in Sect.?., a much larger source of multilingual data can be obtained. Strongly comparable corpora such as Wikipedia entries [., .] or news text [.] are rife with parallel sentences and have been among the first to be explored.
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,Extraction of?Parallel Sentences,rpora. By exploring a larger share of the levels of comparability introduced in Sect.?., a much larger source of multilingual data can be obtained. Strongly comparable corpora such as Wikipedia entries [., .] or news text [.] are rife with parallel sentences and have been among the first to be explored.
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