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Cognitive Approach to Natural Language Processing

Authors: Bernadette Sharp, Florence Sedes, Wieslaw Lubaszewski Publisher: Elsevier Science Publication date: 2017 Publication language: Angielski Number of pages: 234 Publication formats: EAN: 9780081023433 ISBN: 9780081023433 Category: Programming & scripting languages: general Publisher's index: 9780081023433 Bibliographic note: Wiesław Lubaszewski is Professor at the Department of Computational Linguistics of the Jagiellonian University and Professor at the Computer Science Department of AGH, University of Technology, in Kraków, Poland. His research interests include natural language dictionaries, text understanding, knowledge representation, and information extraction.

Description

As natural language processing spans many different disciplines, it is sometimes difficult to understand the contributions and the challenges that each of them presents. This book explores the special relationship between natural language processing and cognitive science, and the contribution of computer science to these two fields. It is based on the recent research papers submitted at the international workshops of Natural Language and Cognitive Science (NLPCS) which was launched in 2004 in an effort to bring together natural language researchers, computer scientists, and cognitive and linguistic scientists to collaborate together and advance research in natural language processing. The chapters cover areas related to language understanding, language generation, word association, word sense disambiguation, word predictability, text production and authorship attribution. This book will be relevant to students and researchers interested in the interdisciplinary nature of language processing.

  • Discusses the problems and issues that researchers face, providing an opportunity for developers of NLP systems to learn from cognitive scientists, cognitive linguistics and neurolinguistics
  • Provides a valuable opportunity to link the study of natural language processing to the understanding of the cognitive processes of the brain

Author's affiliation

Wieslaw Lubaszewski: University of Technology, Poland