Multilingual Text Analysis: Challenges, Models, And Approaches

Download or read book Multilingual Text Analysis: Challenges, Models, And Approaches written by Marina Litvak and published by World Scientific. This book was released on 2019-02-27 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.