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Multilingual Text Analysis: Challenges, Models, And Approaches (Hardcover): Marina Litvak, Natalia Vanetik Multilingual Text Analysis: Challenges, Models, And Approaches (Hardcover)
Marina Litvak, Natalia Vanetik
R4,905 Discovery Miles 49 050 Ships in 10 - 15 working days

Text analytics (TA) covers a very wide research area. Its overarching goal is to discover and present knowledge - facts, rules, and relationships - that is otherwise hidden in the textual content. The authors of this book guide us in a quest to attain this knowledge automatically, by applying various machine learning techniques.This book describes recent development in multilingual text analysis. It covers several specific examples of practical TA applications, including their problem statements, theoretical background, and implementation of the proposed solution. The reader can see which preprocessing techniques and text representation models were used, how the evaluation process was designed and implemented, and how these approaches can be adapted to multilingual domains.

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