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Anaphora Resolution: Studies in Language and Linguistics

Autor Ruslan Mitkov
en Limba Engleză Hardback – 11 mai 2016
Teaching computers to solve language problems is one of the major challenges
of natural language processing. There is a large amount of interesting research
devoted to this field. This book fills an existing gap in the literature with an
up-to-date survey of the field, including the author’s own contributions.
A number of different fields overlap in anaphora resolution – computational
linguistics, natural language processing (NLP), grammar, semantics, pragmatics,
discourse analysis and artificial intelligence. This book begins by introducing
basic notions and terminology, moving onto early research methods and
approaches, recent developments and applications, and future directions.
It addresses various issues related to the practical implementation of anaphora
systems, such as rules employed, algorithms implemented or evaluation
techniques used. This is an ideal reference book for students and researchers
in this particular area of computational linguistics.
Since anaphora resolution is vital for the development of any practical NLP
system, the book will be of interest to readers from both academia and
industry.
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Specificații

ISBN-13: 9781138146358
ISBN-10: 1138146358
Pagini: 236
Dimensiuni: 156 x 234 x 19 mm
Greutate: 0.45 kg
Ediția:1
Editura: Taylor & Francis
Colecția Routledge
Seria Studies in Language and Linguistics

Locul publicării:Oxford, United Kingdom

Cuprins

ONE: Linguistic Fundamentals TWO: The Process of Automatic Anaphora Resolution THREE: Theories and Formalisms used in Anaphora Resolution FOUR: The Past: Work in the 1960's, 1970's and 1980's FIVE: The Present: Knowledge-poor and Corpus-based Approaches in the 1990's and Beyond SIX: The Role of Corpora in Anaphora Resolution SEVEN: An Approach in Focus: Mitkov's Robust, Knowledge-poor Algorithm EIGHT: Evaluation in Anaphora Resolution NINE: Outstanding Issues

Notă biografică

Dr. Ruslan Mitkov is Professor of Computational Linguistics and Language Engineering at the University of Wolverhampton. Ruslan Mitkov's publications and interests cover areas such as anaphora resolution, machine translation, automatic abstracting, centering, term extraction, question answering and computer-aided language learning

Recenzii

'...well structured and presents a good overview of approaches to anaphora resolution...
...a useful reference book for everyone in the field.'
Judita Preiss - Natural Language Engineering Journal, Vol 11/4 2005
"...well structured and presents a good overview of approaches to anaphora resolution."
"...a useful reference book for everyone in the field."
Judita Preiss - Natural Language Engineering, Volume 11/4 - 2005

Descriere

"The police told the demonstrators that, unless, they dispersed peacefully, they would arrest them." How do we understand who the pronouns 'they' and 'them' refer to? And how do we teach computers to solve this kind of problem?
Anaphora Resolution seeks to answer these kind of questions. Teaching computers to solve this kind of problem is one of the major headaches of natural language processing, and there continues to be a large amount of interesting research devoted to the field.
Ruslan Mitkov begins by introducing basic notions and terminology, moving onto early research methods and approaches, recent developments and applications and then future directions.