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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. 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...

Here is the first comprehensive resource on the use of comparable corpora in multilingual Natural Language Processing, which goes beyond such techniques as such as machine translation and terminology mining to utilize non-parallel texts in the same domain.