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The Generation Of Subsequent Referring Expressions In
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Book Synopsis Referring expression generation in context by : Fahime Same
Download or read book Referring expression generation in context written by Fahime Same and published by Language Science Press. This book was released on 2024-06-03 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reference production, often termed Referring Expression Generation (REG) in computational linguistics, encompasses two distinct tasks: (1) one-shot REG, and (2) REG-in-context. One-shot REG explores which properties of a referent offer a unique description of it. In contrast, REG-in-context asks which (anaphoric) referring expressions are optimal at various points in discourse. This book offers a series of in-depth studies of the REG-in-context task. It thoroughly explores various aspects of the task such as corpus selection, computational methods, feature analysis, and evaluation techniques. The comparative study of different corpora highlights the pivotal role of corpus choice in REG-in-context research, emphasizing its influence on all subsequent model development steps. An experimental analysis of various feature-based machine learning models reveals that those with a concise set of linguistically-informed features can rival models with more features. Furthermore, this work highlights the importance of paragraph-related concepts, an area underexplored in Natural Language Generation (NLG). The book offers a thorough evaluation of different approaches to the REG-in-context task (rule-based, feature-based, and neural end-to-end), and demonstrates that well-crafted, non-neural models are capable of matching or surpassing the performance of neural REG-in-context models. In addition, the book delves into post-hoc experiments, aimed at improving the explainability of both neural and classical REG-in-context models. It also addresses other critical topics, such as the limitations of accuracy-based evaluation metrics and the essential role of human evaluation in NLG research. These studies collectively advance our understanding of REG-in-context. They highlight the importance of selecting appropriate corpora and targeted features. They show the need for context-aware modeling and the value of a comprehensive approach to model evaluation and interpretation. This detailed analysis of REG-in-context paves the way for developing more sophisticated, linguistically-informed, and contextually appropriate NLG systems.
Book Synopsis Generating Referring Expressions by : Robert Dale
Download or read book Generating Referring Expressions written by Robert Dale and published by Bradford Book. This book was released on 1992 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robert Dale presents a detailed description of the development of algorithms for the generation of referring expressions, and of the underlying structures that motivate these algorithms, in a dynamic domain. He provides a number of novel results in both knowledge representation and natural language generation that should have straightforward applications in other domains. Dale describes EPICURE, a natural language generating system, and its capacity to create referring expressions in a domain embodying several interesting features: The entities in the domain consist of masses and sets as well as the more usual singular individuals; during the development of a discourse, the entities may take on new properties, existing entities may be destroyed, and new entities may be created; and the discourses within which the entities appear are hierarchically structured, allowing for the integration of discourse-structural constraints on the use of anaphoric expressions. EPICURE is designed to generate text from underlying plans. Dale uses cooking recipes as examples, showing how the system must determine what level of explanation is required and how the events in the plan must be modeled to ensure that the references generated are accurate.
Book Synopsis Aspects of Automated Natural Language Generation by : Robert Dale
Download or read book Aspects of Automated Natural Language Generation written by Robert Dale and published by Springer Science & Business Media. This book was released on 1992-03-25 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents the proceedings of the Sixth International Workshop on Automated Natural Language Generation held in Castel Ivano, Trento, Italy, April 5-7, 1992. Besides an invited lecture by Nadia Magnenat-Thalmann, a well-known researcher in computer animation, on creating and visualizing speech and emotion, the volume includes the 17 thouroughly reviewed papers accepted for presentation, selected out of the submissions to the Workshop, as well as 11 statements contributed to panels on multilinguality and generation or extending language generation to multiple media. The accepted papers by leading researchers from Japan, North America and Europe fall in sections on generator system architecture, issues in realisation, issues in discourse structure, and beyond traditional generation.
Book Synopsis The Expression of Information Structure by : Manfred Krifka
Download or read book The Expression of Information Structure written by Manfred Krifka and published by Walter de Gruyter. This book was released on 2012-08-31 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information structure deals with the linguistic forms and techniques that support the integration of what is said into the current informational and attentional state of the addressee. This shows in categories like topic-comment structuring, focus to highlight expressions, marking of givenness and of presupposed information, and ways to indicate that the information provided is restricted. The book relates infor-mation structure to theoretical models of grammar, to computation and modelling and brings together what is known about the expression of information structure in human language with regard to its empirical investigation, its psycholinguistic aspects and the acquisition of information structure. Since the need to integrate what is said into the informational and attentional state of the addressee is central to all human communication, it is not surprising that all natural languages have developed devices to express information structural cate-gories. To illustrate this, the book also provides concrete and theory independent descriptions of the information structural encoding strategies of individual languages of different types . The book can be used as a textbook appropriate for advanced undergraduate and graduate courses; it also provides information for linguists that are not specialists in the field.
Book Synopsis Recent Advances in Natural Language Processing IV by : Nicolas Nicolov
Download or read book Recent Advances in Natural Language Processing IV written by Nicolas Nicolov and published by John Benjamins Publishing. This book was released on 2007-12-13 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume brings together selected and revised papers from the international conference on “Recent Advances in Natural Language Processing”, held in Borovets, Bulgaria, in September 2005. The best papers have been selected for this volume with the aim to reflect the most promising and significant trends in natural language processing. The volume covers a wide variety of topics in Natural Language Processing, including information extraction, indexing, latent semantic analysis, dependency parsing, anaphora and referring expressions, spam analysis, document classification, rhetorical relations, textual entailment, question answering, ontologies, word sense disambiguation, machine translation, treebanks and corpora.
Book Synopsis Building Natural Language Generation Systems by : Ehud Reiter
Download or read book Building Natural Language Generation Systems written by Ehud Reiter and published by Cambridge University Press. This book was released on 2000-01-28 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains how to build Natural Language Generation (NLG) systems - computer software systems which use techniques from artificial intelligence and computational linguistics to automatically generate understandable texts in English or other human languages, either in isolation or as part of multimedia documents, Web pages, and speech output systems. Typically starting from some non-linguistic representation of information as input, NLG systems use knowledge about language and the application domain to automatically produce documents, reports, explanations, help messages, and other kinds of texts. The book covers the algorithms and representations needed to perform the core tasks of document planning, microplanning, and surface realization, using a case study to show how these components fit together. It also discusses engineering issues such as system architecture, requirements analysis, and the integration of text generation into multimedia and speech output systems.
Book Synopsis THE GENERATION OF BRIDGING ANAPHORA IN STREAM-OF-CONSCIOUSNESS DISCOURSE by : WEI ZHAO
Download or read book THE GENERATION OF BRIDGING ANAPHORA IN STREAM-OF-CONSCIOUSNESS DISCOURSE written by WEI ZHAO and published by American Academic Press. This book was released on 2021-10-22 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study mainly focuses on the revision and extension of two Rules of Standard Centering Theory (Pronoun Rule and Transition Rule) to develop the constraints on the generation algorithm of bridging anaphora (BA) in stream-of-consciousness (SOC) discourse from a revised Centering perspective by incorporating the revised neo-Gricean pragmatic M-principle into the standard Centering. The Centering Theory combined with the revised neo-Gricean pragmatic M-principle is supposed to impose some grammatical and pragmatic constraints on backward-looking center realization and movement. It provides theoretical rationale for an account of constraints on full noun phrase and elliptical zero pronoun bridging anaphora generation in terms of the interaction and the division of labor between syntax and pragmatics. As to both, one cannot alone handle bridging anaphora without the other. Even though syntax and pragmatics operate at distinct levels of linguistic explanation, they appear to interact systematically in the case of bridging anaphora generation. On the one hand, syntax sets certain restrictions on salience and distributions of bridging anaphora and regulates the part of interpretation which is related to grammatical structure. On the other hand, the choice of bridging anaphoric expressions by writers and their interpretation by readers heavily dependents on preference which is regulated by the M-principle of language use and communication. Hence, the bridging anaphora generation algorithm based on the incorporation of the revised neo-Gricean pragmatic M-principle of communication into Centering provides a neat and reasonable explanation for bridging full noun phrase and elliptical zero pronoun generation.
Book Synopsis Fragments of a Zadokite Work by : Robert Henry Charles
Download or read book Fragments of a Zadokite Work written by Robert Henry Charles and published by . This book was released on 1912 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Referring Expressions in English and Japanese by : Etsuko Yoshida
Download or read book Referring Expressions in English and Japanese written by Etsuko Yoshida and published by John Benjamins Publishing. This book was released on 2011 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originally published as the author's thesis (doctoral)--University of Edinburgh, 2008 under the title: Patterns of use of referring expressions in English and Japanese Dialogues.
Book Synopsis The Apocrypha and Pseudepigrapha of the Old Testament in English: Baruch, or the Syriac Apocalypse of Baruch (Charles) by : Robert Henry Charles
Download or read book The Apocrypha and Pseudepigrapha of the Old Testament in English: Baruch, or the Syriac Apocalypse of Baruch (Charles) written by Robert Henry Charles and published by . This book was released on 1913 with total page 892 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Apocrypha and Pseudepigrapha of the Old Testament in English by : Robert Henry Charles
Download or read book The Apocrypha and Pseudepigrapha of the Old Testament in English written by Robert Henry Charles and published by . This book was released on 1913 with total page 886 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Proceedings of the Twenty-first Annual Conference of the Cognitive Science Society by : Martin Hahn
Download or read book Proceedings of the Twenty-first Annual Conference of the Cognitive Science Society written by Martin Hahn and published by Psychology Press. This book was released on 2020-12-22 with total page 847 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the complete collection of peer-reviewed presentations at the 1999 Cognitive Science Society meeting, including papers, poster abstracts, and descriptions of conference symposia. For students and researchers in all areas of cognitive science.
Book Synopsis PEACH - Intelligent Interfaces for Museum Visits by : Oliviero Stock
Download or read book PEACH - Intelligent Interfaces for Museum Visits written by Oliviero Stock and published by Springer Science & Business Media. This book was released on 2007-05-26 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Personal Experience with Active Cultural Heritage, PEACH, is a large, interdisciplinary development project that explores the use of novel technologies for physical museum visits. This book represents a coherent survey of the relevant technologies and environment, and will benefit AI researchers engaged with interface design, and practitioners in the area of cultural heritage support and marketing. No other book has comparable technical insight and breadth.
Book Synopsis Conceptual Exploration by : Bernhard Ganter
Download or read book Conceptual Exploration written by Bernhard Ganter and published by Springer. This book was released on 2016-05-26 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first textbook on attribute exploration, its theory, its algorithms forapplications, and some of its many possible generalizations. Attribute explorationis useful for acquiring structured knowledge through an interactive process, byasking queries to an expert. Generalizations that handle incomplete, faulty, orimprecise data are discussed, but the focus lies on knowledge extraction from areliable information source.The method is based on Formal Concept Analysis, a mathematical theory ofconcepts and concept hierarchies, and uses its expressive diagrams. The presentationis self-contained. It provides an introduction to Formal Concept Analysiswith emphasis on its ability to derive algebraic structures from qualitative data,which can be represented in meaningful and precise graphics.
Book Synopsis Incremental Conceptualization for Language Production by : Markus Guhe
Download or read book Incremental Conceptualization for Language Production written by Markus Guhe and published by Psychology Press. This book was released on 2020-07-24 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: Incremental Conceptualization for Language Production discusses the simultaneous actions involved in thinking and speaking, as well as the piecemeal way in which individuals construct an internal representation of the external world and use this internal representation for speaking. Author Markus Guhe presents the first computational model that captures these observations in a cognitively adequate fashion. The volume is an innovative look at the mind’s process of producing semantic representations that can be transformed into language. The first section of the book illustrates four stages of conceptualization: construction of a conceptual representation; selection of content to be verbalized; linearization of the selected content; and generation of preverbal messages. Guhe then analyzes incremental processing — processing that takes place in a piecemeal fashion — and offers a blueprint of incremental models while discussing the dimensions along which the processing principles and the blueprint varies. Finally, incremental processing and conceptualization merge to form the incremental conceptualiser model (inC). The effective use of inC is demonstrated through simulations carried out with the implementation of the model. Intended for researchers in cognitive science, particularly cognitive modeling of language, this volume will also interest researchers in artificial intelligence, computational linguistics, psycholinguistics, and linguistics and psychology.
Book Synopsis Recent Advances in Natural Language Processing by : Ruslan Mitkov
Download or read book Recent Advances in Natural Language Processing written by Ruslan Mitkov and published by John Benjamins Publishing. This book was released on 1997-01-01 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is based on contributions from the First International Conference on Recent Advances in Natural Language Processing (RANLP'95) held in Tzigov Chark, Bulgaria, 14-16 September 1995. This conference was one of the most important and competitively reviewed conferences in Natural Language Processing (NLP) for 1995 with submissions from more than 30 countries. Of the 48 papers presented at RANLP'95, the best (revised) papers have been selected for this book, in the hope that they reflect the most significant and promising trends (and latest successful results) in NLP. The book is organised thematically and the contributions are grouped according to the traditional topics found in NLP: morphology, syntax, grammars, parsing, semantics, discourse, grammars, generation, machine translation, corpus processing and multimedia. To help the reader find his/her way, the authors have prepared an extensive index which contains major terms used in NLP; an index of authors which lists the names of the authors and the page numbers of their paper(s); a list of figures; and a list of tables. This book will be of interest to researchers, lecturers and graduate students interested in Natural Language Processing and more specifically to those who work in Computational Linguistics, Corpus Linguistics and Machine Translation.
Book Synopsis The Oxford Handbook of Reference by : Jeanette Gundel
Download or read book The Oxford Handbook of Reference written by Jeanette Gundel and published by Oxford University Press. This book was released on 2019-02-07 with total page 593 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook presents an overview of the phenomenon of reference - the ability to refer to and pick out entities - which is an essential part of human language and cognition. In the volume's 21 chapters, international experts in the field offer a critical account of all aspects of reference from a range of theoretical perspectives. Chapters in the first part of the book are concerned with basic questions related to different types of referring expression and their interpretation. They address questions about the role of the speaker - including speaker intentions - and of the addressee, as well as the role played by the semantics of the linguistic forms themselves in establishing reference. This part also explores the nature of such concepts as definite and indefinite reference and specificity, and the conditions under which reference may fail. The second part of the volume looks at implications and applications, with chapters covering such topics as the acquisition of reference by children, the processing of reference both in the human brain and by machines. The volume will be of interest to linguists in a wide range of subfields, including semantics, pragmatics, computational linguistics, and psycho- and neurolinguistics, as well as scholars in related fields such as philosophy and computer science.
