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E-grāmata: Multilingual Text Analysis: Challenges, Models, And Approaches

Edited by (Shamoon College Of Engineering, Israel), Edited by (Sami Shamoon College Of Engineering, Israel)
  • Formāts: 500 pages
  • Izdošanas datums: 27-Feb-2019
  • Izdevniecība: World Scientific Publishing Co Pte Ltd
  • Valoda: eng
  • ISBN-13: 9789813274891
  • Formāts - EPUB+DRM
  • Cena: 123,98 €*
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  • Formāts: 500 pages
  • Izdošanas datums: 27-Feb-2019
  • Izdevniecība: World Scientific Publishing Co Pte Ltd
  • Valoda: eng
  • ISBN-13: 9789813274891

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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.
Acknowledgment v
Preface vii
1 Multilingual Text Analysis: History, Tasks, and Challenges
1(30)
Natalia Vanetik
Marina Litvak
2 Using a Polytope Model for Unsupervised Document Summarization
31(50)
Natalia Vanetik
Marina Litvak
3 MDL Approach for Unsupervised Multilingual Document Summarization
81(38)
Natalia Vanetik
Marina Litvak
4 Rich Feature Spaces and Regression Models in Single-Document Extractive Summarization
119(36)
Alexander Dlikman
Marina Litvak
Mark Last
5 Hierarchical Topic Model and Summarization
155(20)
Lei Li
Yazhao Zhang
6 A Survey of Neural Models for Abstractive Summarization
175(26)
Tal Baumel
Michael Elhadad
7 Headline Generation as a Sequence Prediction with Conditional Random Fields
201(44)
Carlos A. Colmenares
Marina Litvak
Amin Mantrach
Fabrizio Silvestri
Horacio Rodriguez
8 Crowdsourcing in Single-document Summary Evaluation: The Argo Way
245(36)
Nikiforos Pittaras
Stefano Montanelli
George Giannakopoulos
Alfio Ferrara
Vangelis Karkaletsis
9 Multilingual Summarization and Evaluation Using Wikipedia Featured Articles
281(56)
John M. Conroy
Jeff Kubina
Peter A. Rankel
Julia S. Yang
10 Are Better Summaries Also Easier to Understand? Analyzing Text Complexity in Automatic Summarization
337(34)
Elena Lloret
Tatiana Vodolazova
Paloma Moreda
Rafael Munoz
Manuel Palomar
11 Twitter Event Detection, Analysis, and Summarization
371(40)
Natalia Vanetik
Marina Litvak
Efi Levi
Andrey Vashchenko
12 Linguistic Bias in Crowdsourced Biographies: A Cross-lingual Examination
411(30)
Jahna Otterbacher
Ioannis Katakis
Pantelis Agathangelou
13 Multilingual Financial Narrative Processing: Analyzing Annual Reports in English, Spanish, and Portuguese
441(24)
Mahmoud El-Haj
Paul Rayson
Paulo Alves
Carlos Herrero-Zorita
Steven Young
List of Abbreviations 465(6)
List of Contributors 471(16)
Index 487