Natural language processing and computational linguistics 2 : semantics, discourse and applications
(eBook)
Author
Published
London, UK : ISTE, Ltd. ;, 2017.
ISBN
9781119419723, 1119419727, 9781119419686, 1119419689, 9781119419716, 1119419719, 1848219210, 9781848219212
Physical Desc
1 online resource
Status
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Subjects
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Format
eBook
Language
English
Notes
Bibliography
Includes bibliographical references and index.
Description
Natural Language Processing (NLP) is a scientific discipline which is found at the intersection of fields such as Artificial Intelligence, Linguistics, and Cognitive Psychology. This book presents in four chapters the state of the art and fundamental concepts of key NLP areas. Are presented in the first chapter the fundamental concepts in lexical semantics, lexical databases, knowledge representation paradigms, and ontologies. The second chapter is about combinatorial and formal semantics. Discourse and text representation as well as automatic discourse segmentation and interpretation, and anaphora resolution are the subject of the third chapter. Finally, in the fourth chapter, I will cover some aspects of large scale applications of NLP such as software architecture and their relations to cognitive models of NLP as well as the evaluation paradigms of NLP software. Furthermore, I will present in this chapter the main NLP applications such as Machine Translation (MT), Information Retrieval (IR), as well as Big Data and Information Extraction such as event extraction, sentiment analysis and opinion mining.
Local note
O'Reilly,O'Reilly Online Learning Platform: Academic Edition (EZproxy Access)
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Citations
APA Citation, 7th Edition (style guide)
Kurdi, M. Z. (2017). Natural language processing and computational linguistics 2: semantics, discourse and applications . ISTE, Ltd. ;.
Chicago / Turabian - Author Date Citation, 17th Edition (style guide)Kurdi, Mohamed Zakaria. 2017. Natural Language Processing and Computational Linguistics 2: Semantics, Discourse and Applications. ISTE, Ltd..
Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)Kurdi, Mohamed Zakaria. Natural Language Processing and Computational Linguistics 2: Semantics, Discourse and Applications ISTE, Ltd., 2017.
MLA Citation, 9th Edition (style guide)Kurdi, Mohamed Zakaria. Natural Language Processing and Computational Linguistics 2: Semantics, Discourse and Applications ISTE, Ltd. ;, 2017.
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