Multilingual Text Generation from Structured Formal Representations PDF Download

Author: Dana Dannélls
Publisher:
ISBN: 9789187850486
Category : Computational linguistics
Languages : en
Pages : 258

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Author: Manfred Stede
Publisher: Springer Science & Business Media
ISBN: 146155179X
Category : Computers
Languages : en
Pages : 230

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Book Description
In knowledge-based natural language generation, issues of formal knowledge representation meet with the linguistic problems of choosing the most appropriate verbalization in a particular situation of utterance. Lexical Semantics and Knowledge Representation in Multilingual Text Generation presents a new approach to systematically linking the realms of lexical semantics and knowledge represented in a description logic. For language generation from such abstract representations, lexicalization is taken as the central step: when choosing words that cover the various parts of the content representation, the principal decisions on conveying the intended meaning are made. A preference mechanism is used to construct the utterance that is best tailored to parameters representing the context. Lexical Semantics and Knowledge Representation in Multilingual Text Generation develops the means for systematically deriving a set of paraphrases from the same underlying representation with the emphasis on events and verb meaning. Furthermore, the same mapping mechanism is used to achieve multilingual generation: English and German output are produced in parallel, on the basis of an adequate division between language-neutral and language-specific (lexical and grammatical) knowledge. Lexical Semantics and Knowledge Representation in Multilingual Text Generation provides detailed insights into designing the representations and organizing the generation process. Readers with a background in artificial intelligence, cognitive science, knowledge representation, linguistics, or natural language processing will find a model of language production that can be adapted to a variety of purposes.

Author: Dana Dannélls
Publisher: John Benjamins Publishing Company
ISBN: 9027258481
Category : Language Arts & Disciplines
Languages : en
Pages : 349

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Book Description
Large computational lexicons are central NLP resources. Swedish FrameNet++ aims to be a versatile full-scale lexical resource for NLP containing many kinds of linguistic information. Although focused on Swedish, this ongoing effort, which includes building a new Swedish framenet and recycling existing lexicons, has offered valuable insights into general aspects of lexical-resource building for NLP, which are discussed in this book: computational and linguistic problems of lexical semantics and lexical typology, the nature of lexical items (words and multiword expressions), achieving interoperability among heterogeneous lexical content, NLP methods for extending and interlinking existing lexicons, and deploying the new resource in practical NLP applications. This book is targeted at everyone with an interest in lexicography, computational lexicography, lexical typology, lexical semantics, linguistics, computational linguistics and related fields. We believe it should be of particular interest to those who are or have been involved in language resource creation, development and evaluation.

Author: Uwe M. Borghoff
Publisher: Springer Science & Business Media
ISBN: 3662037238
Category : Business & Economics
Languages : en
Pages : 248

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Book Description
As we approach the beginning of the 21 st century, we are beginning to see the emer gence of knowledge management as a natural evolution of the focus and importance of quality in the 1980s and reengineering in the I 990s. Quality placed a huge em phasis on getting all employees to use their brainpower better. Reengineering em phasized the use of technology to streamline business processes and take out costs. With the lessons of quality and reengineering firmly embedded in our everyday op erations (continual cost containment and higher quality is a way of life), businesses are now turning their attention to growth. Growth is a common pursuit. Customers are calling for it. Financial markets are calling for it. Employees are asking for it because they want an exciting and stimu lating environment in which to work. If a business doesn't grow, it will eventually die because knowledge workers ofthe 21 st century won't want to work with or for a business that's not growing. Skilled workers have plenty of options to choose from as demand for knowledge workers escalates around the world.

Author: Petr Sojka
Publisher: Springer
ISBN: 354046154X
Category : Computers
Languages : en
Pages : 471

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The Text, Speech and Dialogue (TSD) Conference 2002, it should be noticed, is now being held for the ?fth time and we are pleased to observe that in its short history it has turned out to be an international forum successfully intertwining the basic ?elds of NLP. It is our strong hope that the conference contributes to a better understanding between researchers from the various areas and promotes more intensive mutual cooperation. So far the communication between man and computers has displayed a one-way nature, humans have to know how the - chines work and only then can they “understand” them. The opposite, however, is still quite far from being real, our understanding of how our “user-friendly” computers can understand us humans is not deep enough yet. A lot of work has to be done both in the near and distant future. Let TSD 2002 be a modest contribution to this goal. The conference also serves well in its second purpose: to facilitate researchers meeting in the NLP ?eld from Western and Eastern Europe. Moreover, many participants now come from other parts of the world, thus making TSD a real crossroadsforresearchersintheNLParea. Thisvolumecontainstheproceedings of this conference held in Brno, September 9–12, 2002. We were honored to have as keynote speakers James Pustejovsky from Brandeis University, and Ronald Cole from the University of Colorado. We would like to thank all the Program Committee members and external reviewers for their conscientious and diligent reviewing work.

Author: Akila Sellami-Baklouti
Publisher: Routledge
ISBN: 1315299852
Category : Language Arts & Disciplines
Languages : en
Pages : 437

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This innovative collection brings together contributions from established and emerging scholars highlighting the "appliability" of Systemic Functional Linguistics and the ways in which theoretical and analytical conclusions drawn from its applications can inform and advance the study of language. The book discusses SFL’s theoretical foundations and development in recent years to demonstrate its evolution into a more effective analytical tool. Building on this theoretical framework, the volume showcases the theory’s applications in case studies exploring four sub-disciplines of language study: multilingual studies; translation studies; language learning and language teaching; and genre analysis. This all-inclusive volume demonstrates both Systemic Functional Linguistics’ efficacy as a means of theoretical analysis, but also its value as a unique approach to the study of language and meaning, making this an indispensable resource for researchers and scholars in applied linguistics, discourse analysis, genre studies, translation studies, and multilingualism.

Author: Peter W. Eklund
Publisher: Springer Science & Business Media
ISBN: 9783540615347
Category : Computers
Languages : en
Pages : 344

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Book Description
This volume constitutes the refereed proceedings of the Fourth International Conference on Conceptual Structures, ICCS '96, held in Sydney, Australia, in August 1996. The book presents five full papers by the invited speakers together with 15 revised full papers selected for presentation at the conference from a respectable number of submissions. The issues addressed are natural language processing, information retrieval, graph operations, conceptual graph and Peirce theory, knowledge acquisition, theorem proving and CG programming, and order-based organisation and encoding.

Author: Robert Dale
Publisher: CRC Press
ISBN: 0824746341
Category : Business & Economics
Languages : en
Pages : 1015

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Book Description
This study explores the design and application of natural language text-based processing systems, based on generative linguistics, empirical copus analysis, and artificial neural networks. It emphasizes the practical tools to accommodate the selected system.

Author: Zhiwei Feng
Publisher: Springer Nature
ISBN: 9811651728
Category : Computers
Languages : en
Pages : 802

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Book Description
The field of natural language processing (NLP) is one of the most important and useful application areas of artificial intelligence. NLP is now rapidly evolving, as new methods and toolsets converge with an ever-expanding wealth of available data. This state-of-the-art handbook addresses all aspects of formal analysis for natural language processing. Following a review of the field’s history, it systematically introduces readers to the rule-based model, statistical model, neural network model, and pre-training model in natural language processing. At a time characterized by the steady and vigorous growth of natural language processing, this handbook provides a highly accessible introduction and much-needed reference guide to both the theory and method of NLP. It can be used for individual study, as the textbook for courses on natural language processing or computational linguistics, or as a supplement to courses on artificial intelligence, and offers a valuable asset for researchers, practitioners, lecturers, graduate and undergraduate students alike.

Author: Allen Kent
Publisher: CRC Press
ISBN: 9780824720629
Category : Language Arts & Disciplines
Languages : en
Pages : 386

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Book Description
Automated Discourse Generation to the User-Centered Revolution: 1970-1995