Natural language processing and computational linguistics 2 : semantics, discourse and applications /
Mohamed Zakaria Kurdi.
- 1 PDF (316 pages).
- Cognitive science series .
- Cognitive science and knowledge management series. .
Includes bibliographical references and index.
The Sphere of Lexicons and Knowledge -- The Sphere of Semantics -- The Sphere of Discourse and Text -- The Sphere of Applications.
Restricted to subscribers or individual electronic text purchasers.
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.
Mode of access: World Wide Web
9781119419686 9781119419716 1119419719 1848219210
10.1002/9781119419686 doi
Natural language processing (Computer science) Computational linguistics. Computational linguistics. Natural language processing (Computer science)