Anaphora Processing And Applications
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Anaphora Resolution
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Author : Massimo Poesio
language : en
Publisher: Springer
Release Date : 2016-08-04
Anaphora Resolution written by Massimo Poesio and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-04 with Computers categories.
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.
Anaphora Processing
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Author : António Branco
language : en
Publisher: John Benjamins Publishing
Release Date : 2005-01-27
Anaphora Processing written by António Branco and has been published by John Benjamins Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-01-27 with Language Arts & Disciplines categories.
Anaphora processing is a central topic in the study of natural language and has long been the object of research in a wide range of disciplines. The correct interpretation of anaphora has also become increasingly important for real-world natural language processing applications, including machine translation, automatic abstracting, information extraction and question answering. This volume provides a unique overview of the processing of anaphora from a multi- and inter-disciplinary angle. It will be of interest and practical use to readers from fields as diverse as theoretical linguistics, corpus linguistics, computational linguistics, computer science, natural language processing, artificial intelligence, human language technology, psycholinguistics, cognitive science and translation studies. The readership includes but is not limited to university lecturers, researchers, postgraduate and senior undergraduate students.
Anaphora Resolution
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Author : Ruslan Mitkov
language : en
Publisher: Routledge
Release Date : 2014-02-24
Anaphora Resolution written by Ruslan Mitkov and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-24 with Language Arts & Disciplines categories.
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.
Anaphora Processing And Applications
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Author : Iris Hendrickx
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-12-09
Anaphora Processing And Applications written by Iris Hendrickx and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-12-09 with Computers categories.
This book constitutes the refereed proceedings of the 8th Discourse Anaphora and Anaphor Resolution Colloquium, DAARC 2011, held in Faro, Portugal, in October 2011. The 16 revised full papers presented were carefully reviewed and selected from 45 initial submissions. The papers are organized in topical sections on computational resolution methodology and systems; language analysis and representation; and human processing and performance.
Anaphora Processing And Applications
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Author : Lalitha Devi Sobha
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-10-26
Anaphora Processing And Applications written by Lalitha Devi Sobha and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-10-26 with Computers categories.
Distribution of anaphora in natural language and the complexity of its resolution have resulted in a wide range of disciplines focusing their research on this grammatical phenomenon. It has emerged as one of the most productive topics of multi- and int- disciplinary research such as cognitive science, artificial intelligence and human language technology, theoretical, cognitive, corpus and computational linguistics, philosophy of language, psycholinguistics and cognitive psychology. Anaphora plays a major role in understanding a language and also accounts for the cohesion of a text. Correct interpretation of anaphora is necessary in all high-level natural language pr- essing applications. Given the growing importance of the study of anaphora in the last few decades, it has emerged as the frontier area of research. This is evident from the high-quality th submissions received for the 7 DAARC from where the 10 excellent reports on - search findings are selected for this volume. These are the regular papers that were presented at DAARC.
Anaphora Resolution And Text Retrieval
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Author : Helene Schmolz
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2015-03-30
Anaphora Resolution And Text Retrieval written by Helene Schmolz and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-03-30 with Language Arts & Disciplines categories.
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/
Anaphora Analysis Algorithms And Applications
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Author : António Branco
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-03-16
Anaphora Analysis Algorithms And Applications written by António Branco and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-03-16 with Language Arts & Disciplines categories.
This book constitutes revised selected papers of the 6th Discourse Anaphora and Anaphor Resolution Colloquium, DAARC 2007, held in Lagos, Portugal in March 2007. The 13 revised full papers are organized in topical sections on human processing and performance, language analysis and representation, resolution methodology and algorithms, as well as computational systems and applications.
Analysis And Application Of Natural Language And Speech Processing
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Author : Mourad Abbas
language : en
Publisher: Springer Nature
Release Date : 2023-02-22
Analysis And Application Of Natural Language And Speech Processing written by Mourad Abbas and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-22 with Technology & Engineering categories.
This book presents recent advances in NLP and speech technology, a topic attracting increasing interest in a variety of fields through its myriad applications, such as the demand for speech guided touchless technology during the Covid-19 pandemic. The authors present results of recent experimental research that provides contributions and solutions to different issues related to speech technology and speech in industry. Technologies include natural language processing, automatic speech recognition (for under-resourced dialects) and speech synthesis that are useful for applications such as intelligent virtual assistants, among others. Applications cover areas such as sentiment analysis and opinion mining, Arabic named entity recognition, and language modelling. This book is relevant for anyone interested in the latest in language and speech technology.
Anaphora Processing
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Author : António Branco
language : en
Publisher: John Benjamins Publishing
Release Date : 2005-01-01
Anaphora Processing written by António Branco and has been published by John Benjamins Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-01-01 with Language Arts & Disciplines categories.
Anaphora processing is a central topic in the study of natural language and has long been the object of research in a wide range of disciplines. The correct interpretation of anaphora has also become increasingly important for real-world natural language processing applications, including machine translation, automatic abstracting, information extraction and question answering. This volume provides a unique overview of the processing of anaphora from a multi- and inter-disciplinary angle. It will be of interest and practical use to readers from fields as diverse as theoretical linguistics, corpus linguistics, computational linguistics, computer science, natural language processing, artificial intelligence, human language technology, psycholinguistics, cognitive science and translation studies. The readership includes but is not limited to university lecturers, researchers, postgraduate and senior undergraduate students.
Empirical Perspectives On Anaphora Resolution
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Author : Anke Holler
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2016-05-10
Empirical Perspectives On Anaphora Resolution written by Anke Holler and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-10 with Language Arts & Disciplines categories.
Traditionally, anaphor resolution focused on structural cues of the antecedent. Recently, the interaction between discourse factors and information structure affecting antecedent salience has been more thoroughly explored. This volume depicts selected peer-reviewed research papers that tackle issues in anaphor resolution from theoretical, empirical and experimental perspectives. These collected articles present a wide spectrum of cross-linguistic data (Dutch, German, Spanish, Turkish, Yurakaré) and also offer new results from L1 and L2 acquisition studies. Data interpretation span from typological to psycholinguistic viewpoints and are related to recent developments in linguistic theory. One data analysis puts the issue of anaphor resolution in a historical context. The experimental findings are complemented by reviews of the current literature on the role of discourse units. This volume gives a comprehensive overview of the state of discussion how the interaction between information structure and contextual discourse affects salience. That's why it will be welcomed by all linguists and psycholinguists who are theoretically and / or experimentally investigating several aspects of anaphor resolution.