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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.
In this work, Ken Safir develops a comprehensive theory on the role of anaphora in syntax. First, he contends that the complementary distribution of forms that support the anaphoric readings is not accidental, contrary to most current thinking, but rather should be derived from a principle, one that he proposes in the form of an algorithm. Secondly, he maintains that dependent identity relations are always possible where they are not prohibited by a constraint. Lastly, he proposes that there are no parameters of anaphora - that all anaphora-specific principles are universal, and that the patterns of anaphora across languages arise entirely from a restricted set of lexical properties. This comprehensive consideration of anaphora redirects current thinking on the subject.
In this work, Ken Safir develops a comprehensive theory on the role of anaphora in syntax. First, he contends that the complementary distribution of forms that support the anaphoric readings is not accidental, contrary to most current thinking, but rather should be derived from a principle, one that he proposes in the form of an algorithm. Secondly, he maintains that dependent identity relations are always possible where they are not prohibited by a constraint. Lastly, he proposes that there are no parameters of anaphora - that all anaphora-specific principles are universal, and that the patterns of anaphora across languages arise entirely from a restricted set of lexical properties. This comprehensive consideration of anaphora redirects current thinking on the subject.
(Publisher-supplied data) Yan Huang is Reader in Linguistics, Department of Linguistic Science, University of Reading.
First published in 1986, this book focuses on Anaphoric relations in the English and French languages, a phenomenon that involves a complex interaction between grammar and discourse. Studies of anaphora taking a largely ‘textual’ approach to the subject have tended to underestimate the effect upon its formation of referential and discourse factors, while studies framed within a psycholinguistic and computational perspective have been inclined to minimise the importance of the purely linguistic features connected with anaphora. This volume places the study of anaphora upon a firmer foundation by examining both its nature and functions in discourse, by pinpointing the range of factors relevant to its operation in the two languages under study, and by attempting to relate the textual and interactional perspectives within a more comprehensive framework.