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Author: Ruslan Mitkov
Publisher: Routledge
ISBN: 131788180X
Category : Language Arts & Disciplines
Languages : en
Pages : 293
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Book Description
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.
Author: Ruslan Mitkov
Publisher: Routledge
ISBN: 131788180X
Category : Language Arts & Disciplines
Languages : en
Pages : 293
Get Book Here
Book Description
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.
Author: Massimo Poesio
Publisher: Springer
ISBN: 3662479095
Category : Computers
Languages : en
Pages : 509
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Book Description
This book lays out a path leading from the linguistic and cognitive basics, to classical rule-based and machine learning algorithms, to today’s state-of-the-art approaches, which use advanced empirically grounded techniques, automatic knowledge acquisition, and refined linguistic modeling to make a real difference in real-world applications. Anaphora and coreference resolution both refer to the process of linking textual phrases (and, consequently, the information attached to them) within as well as across sentence boundaries, and to the same discourse referent. The book offers an overview of recent research advances, focusing on practical, operational approaches and their applications. In part I (Background), it provides a general introduction, which succinctly summarizes the linguistic, cognitive, and computational foundations of anaphora processing and the key classical rule- and machine-learning-based anaphora resolution algorithms. Acknowledging the central importance of shared resources, part II (Resources) covers annotated corpora, formal evaluation, preprocessing technology, and off-the-shelf anaphora resolution systems. Part III (Algorithms) provides a thorough description of state-of-the-art anaphora resolution algorithms, covering enhanced machine learning methods as well as techniques for accomplishing important subtasks such as mention detection and acquisition of relevant knowledge. Part IV (Applications) deals with a selection of important anaphora and coreference resolution applications, discussing particular scenarios in diverse domains and distilling a best-practice model for systematically approaching new application cases. In the concluding part V (Outlook), based on a survey conducted among the contributing authors, the prospects of the research field of anaphora processing are discussed, and promising new areas of interdisciplinary cooperation and emerging application scenarios are identified. Given the book’s design, it can be used both as an accompanying text for advanced lectures in computational linguistics, natural language engineering, and computer science, and as a reference work for research and independent study. It addresses an audience that includes academic researchers, university lecturers, postgraduate students, advanced undergraduate students, industrial researchers, and software engineers.
Author: Helene Schmolz
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110416816
Category : Language Arts & Disciplines
Languages : de
Pages : 265
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Book Description
This book covers anaphora resolution for the English language from a linguistic and computational point of view. First, a definition of anaphors that applies to linguistics as well as information technology is given. On this foundation, all types of anaphors and their characteristics for English are outlined. To examine how frequent each type of anaphor is, a corpus of different hypertexts has been established and analysed with regard to anaphors. The most frequent type are non-finite clause anaphors - a type which has never been investigated so far. Therefore, the potential of non-finite clause anaphors are further explored with respect to anaphora resolution. After presenting the fundamentals of computational anaphora resolution and its application in text retrieval, rules for resolving non-finite clause anaphors are established. Therefore, this book shows that a truly interdisciplinary approach can achieve results which would not have been possible otherwise. Open Access: In July 2019, this volume was retroactively turned into an Open Access publication thanks to the support of the Fachinformationsdienst Linguistik. https://www.linguistik.de/
Author: Ruslan Mitkov
Publisher: Oxford University Press
ISBN: 019927634X
Category : Computers
Languages : en
Pages : 808
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Book Description
This handbook of computational linguistics, written for academics, graduate students and researchers, provides a state-of-the-art reference to one of the most active and productive fields in linguistics.
Author: Pazos-Rangel, Rodolfo Abraham
Publisher: IGI Global
ISBN: 1799847314
Category : Computers
Languages : en
Pages : 554
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Book Description
Natural language processing (NLP) is a branch of artificial intelligence that has emerged as a prevalent method of practice for a sizeable amount of companies. NLP enables software to understand human language and process complex data that is generated within businesses. In a competitive market, leading organizations are showing an increased interest in implementing this technology to improve user experience and establish smarter decision-making methods. Research on the application of intelligent analytics is crucial for professionals and companies who wish to gain an edge on the opposition. The Handbook of Research on Natural Language Processing and Smart Service Systems is a collection of innovative research on the integration and development of intelligent software tools and their various applications within professional environments. While highlighting topics including discourse analysis, information retrieval, and advanced dialog systems, this book is ideally designed for developers, practitioners, researchers, managers, engineers, academicians, business professionals, scholars, policymakers, and students seeking current research on the improvement of competitive practices through the use of NLP and smart service systems.
Author: Ruslan Mitkov
Publisher: Oxford University Press
ISBN: 0191625531
Category : Language Arts & Disciplines
Languages : en
Pages : 1312
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Book Description
Ruslan Mitkov's highly successful Oxford Handbook of Computational Linguistics has been substantially revised and expanded in this second edition. Alongside updated accounts of the topics covered in the first edition, it includes 17 new chapters on subjects such as semantic role-labelling, text-to-speech synthesis, translation technology, opinion mining and sentiment analysis, and the application of Natural Language Processing in educational and biomedical contexts, among many others. The volume is divided into four parts that examine, respectively: the linguistic fundamentals of computational linguistics; the methods and resources used, such as statistical modelling, machine learning, and corpus annotation; key language processing tasks including text segmentation, anaphora resolution, and speech recognition; and the major applications of Natural Language Processing, from machine translation to author profiling. The book will be an essential reference for researchers and students in computational linguistics and Natural Language Processing, as well as those working in related industries.
Author: Valentina Cuccio
Publisher: Frontiers Media SA
ISBN: 2889761320
Category : Science
Languages : en
Pages : 287
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Book Description
Author: Monika Schwarz-Friese
Publisher: John Benjamins Publishing
ISBN: 9789027230966
Category : Language Arts & Disciplines
Languages : en
Pages : 306
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Book Description
This volume contains a careful selection of papers concerned with actual research questions on anaphoric reference, a subject of current interest with various linguistic subdisciplines. This is reflected in this book as it methodically covers broadly invested approaches from cognitive, neurolinguistic, formal and computational perspectives, each contribution representing the respective 'state of the art' on a high theoretical and empirical level. The volume contains three thematic parts: Anaphors in Cognitive, Text- and Discourse Linguistics; The Syntax and Semantics of Anaphors; and Neurolinguistic Studies on the reception of anaphoric reference. The contributions investigate several Indo-European languages.
Author: Alan Garnham
Publisher: Psychology Press
ISBN: 1134951027
Category : Psychology
Languages : en
Pages : 173
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Book Description
The interpretation of anaphora - how we interpret expressions such as definite pronouns (he, she, it) and verbal elliptical phrases (such as "did so, too") in the course of ordinary conversation or reading - is an important aspect of language comprehension. In this book the author examines the research and evidence on anaphor interpretation within the context of the mental models theory of comprehension, arguing that the notion of a mental model is essential to the detailed description of the processes of anaphor resolution. The general philosophy of the mental models approach and the nature of mental models themselves and their role in language processing is discussed, followed by a review of methodological issues that bear on the interpretation of psychological research findings. Against this background, the author's own research on areas such as deep and surface anaphora, reference into anaphoric islands, the role of implicit causality in anaphor resolution and the use of pronouns to refer to characters introduced by stereotyped role names is presented. At all times the author's research is set within the context of the general literature on anaphor resolution derived from the disciplines of linguistics, psycholinguistics, philosophy and computational linguistics, ensuring that the book will be of interest to advanced students and researchers in these fields.
Author: Alexander Gelbukh
Publisher: Springer
ISBN: 3319181114
Category : Computers
Languages : en
Pages : 678
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Book Description
The two volumes LNCS 9041 and 9042 constitute the proceedings of the 16th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2015, held in Cairo, Egypt, in April 2015. The total of 95 full papers presented was carefully reviewed and selected from 329 submissions. They were organized in topical sections on grammar formalisms and lexical resources; morphology and chunking; syntax and parsing; anaphora resolution and word sense disambiguation; semantics and dialogue; machine translation and multilingualism; sentiment analysis and emotion detection; opinion mining and social network analysis; natural language generation and text summarization; information retrieval, question answering, and information extraction; text classification; speech processing; and applications.
