Arabic Computational Morphology Knowledge-based and Empirical Methods

The morphology of Arabic poses special challenges to computational natural language processing systems. The exceptional degree of ambiguity in the writing system, the rich morphology, and the highly complex word formation process of roots and patterns all contribute to making computational approache...

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Bibliographic Details
Other Authors: Soudi, Abdelhadi (Editor), van den Bosch, Antal (Editor), Neumann, Günter (Editor)
Format: eBook
Language:English
Published: Dordrecht Springer Netherlands 2007, 2007
Edition:1st ed. 2007
Series:Text, Speech and Language Technology
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Description
Summary:The morphology of Arabic poses special challenges to computational natural language processing systems. The exceptional degree of ambiguity in the writing system, the rich morphology, and the highly complex word formation process of roots and patterns all contribute to making computational approaches to Arabic very challenging. Indeed many computational linguists across the world have taken up this challenge over time, and many of the researchers with a track record in this research area have contributed to this book. The book’s subtitle aims to reflect that widely different computational approaches to the Arabic morphological system have been proposed. These accounts fall into two main paradigms: the knowledge-based and the empirical. Since morphological knowledge plays an essential role in any higher-level understanding and processing of Arabic text, the book also features a part on the role of Arabic morphology in larger applications, i.e. Information Retrieval (IR) and Machine Translation (MT)
Physical Description:VIII, 308 p online resource
ISBN:9781402060465