Natural Language Processing and Computational Linguistics 2: Semantics, Discourse and Applications

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Mohamed Zakaria Kurdi

Natural Language Processing and Computational Linguistics 2

Semantics, Discourse and Applications

Mohamed Zakaria Kurdi

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English

ISTE Ltd and John Wiley & Sons Inc
05 February 2018

Semantics; Cognition & cognitive psychology; Natural language & machine translation; Speech recognition

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.

By: Mohamed Zakaria Kurdi
Imprint: ISTE Ltd and John Wiley & Sons Inc
Country of Publication: United Kingdom
Edition: Volume 2
Dimensions: Height: 239mm, Width: 163mm, Spine: 23mm
Weight: 590g
ISBN: 9781848219212
ISBN 10: 1848219210
Pages: 320
Publication Date: 05 February 2018
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active

Mohamed Zakaria Kurdi, CS Department of Lynchburg College, USA.