Items related to Anaphora Resolution: Algorithms, Resources, and Applications...
Anaphora Resolution: Algorithms, Resources, and Applications (Theory and Applications of Natural Language Processing) - Softcover
Synopsis
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...
About the Author
Massimo Poesio is a cognitive scientist with a primary interest in computational linguist but interests in psycholinguistics and neuroscience
as well. His research includes the development of computational models of semantic and discourse interpretation (in particular, anaphora resolution); the creation of corpora of anaphorically annotated data (he pioneered the use of games-with-a-purpose for computational linguistics with the development of Phrase Detectives, http://www.phrasedetectives.org); the study of commonsense knowledge using a combination of methods from computational...
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- PublisherSpringer
- Publication date2018
- ISBN 10 3662569078
- ISBN 13 9783662569078
- BindingPaperback
- LanguageEnglish
- Number of pages518
- EditorPoesio Massimo, Stuckardt Roland, Versley Yannick
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Anaphora Resolution
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Springer Berlin Heidelberg Jun 2018, 2018
ISBN 10: 3662569078
ISBN 13: 9783662569078
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 cooperationand 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. 520 pp. Englisch. Seller Inventory # 9783662569078
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Anaphora Resolution
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ISBN 10: 3662569078
ISBN 13: 9783662569078
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Surveys the recent advances in research on practical, operational anaphora resolution and its applicationsOffers an overview of recent research advancesIncludes a comprehensive introduction to the field, providing definitions of all relevan. Seller Inventory # 449139341
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Anaphora Resolution : Algorithms, Resources, and Applications
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ISBN 10: 3662569078
ISBN 13: 9783662569078
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 ofshared 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 cooperationand 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. Seller Inventory # 9783662569078
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Anaphora Resolution: Algorithms, Resources, and Applications (Theory and Applications of Natural Language Processing)
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