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The Semantic Representation of Natural Language

2012-12-20 Language Arts & Disciplines
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Release : 2012-12-20
Genre : Language Arts & Disciplines
Kind : eBook
Book Rating : 732/5 ( reviews)

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Book Synopsis The Semantic Representation of Natural Language by : Michael Levison

Download or read book The Semantic Representation of Natural Language written by Michael Levison. This book was released on 2012-12-20. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains a detailed, precise and clear semantic formalism designed to allow non-programmers such as linguists and literary specialists to represent elements of meaning which they must deal with in their research and teaching. At the same time, by its basis in a functional programming paradigm, it retains sufficient formal precision to support computational implementation. The formalism is designed to represent meaning as found at a variety of levels, including basic semantic units and relations, word meaning, sentence-level phenomena, and text-level meaning. By drawing on fundamental principles of program design, the proposed formalism is both easy to read and modify yet sufficiently powerful to allow for the representation of complex semantic phenomena. In this monograph, the authors introduce the formalism and show its basic structure, apply it to the analysis of the semantics of a variety of linguistic phenomena in both English and French, and use it to represent the semantics of a variety of texts ranging from single sentences, to textual excepts, to a full story.

Knowledge Representation and the Semantics of Natural Language

2005-12-19 Computers
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Release : 2005-12-19
Genre : Computers
Kind : eBook
Book Rating : 661/5 ( reviews)

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Book Synopsis Knowledge Representation and the Semantics of Natural Language by : Hermann Helbig

Download or read book Knowledge Representation and the Semantics of Natural Language written by Hermann Helbig. This book was released on 2005-12-19. Available in PDF, EPUB and Kindle. Book excerpt: Natural Language is not only the most important means of communication between human beings, it is also used over historical periods for the pres- vation of cultural achievements and their transmission from one generation to the other. During the last few decades, the ?ood of digitalized information has been growing tremendously. This tendency will continue with the globali- tion of information societies and with the growing importance of national and international computer networks. This is one reason why the theoretical und- standing and the automated treatment of communication processes based on natural language have such a decisive social and economic impact. In this c- text, the semantic representation of knowledge originally formulated in natural language plays a central part, because it connects all components of natural language processing systems, be they the automatic understanding of natural language (analysis), the rational reasoning over knowledge bases, or the g- eration of natural language expressions from formal representations. This book presents a method for the semantic representation of natural l- guage expressions (texts, sentences, phrases, etc. ) which can be used as a u- versal knowledge representation paradigm in the human sciences, like lingu- tics, cognitive psychology, or philosophy of language, as well as in com- tational linguistics and in arti?cial intelligence. It is also an attempt to close the gap between these disciplines, which to a large extent are still working separately.

Representation Learning for Natural Language Processing

2020-07-03 Computers
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Release : 2020-07-03
Genre : Computers
Kind : eBook
Book Rating : 737/5 ( reviews)

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Book Synopsis Representation Learning for Natural Language Processing by : Zhiyuan Liu

Download or read book Representation Learning for Natural Language Processing written by Zhiyuan Liu. This book was released on 2020-07-03. Available in PDF, EPUB and Kindle. Book excerpt: This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, networks, and cross-modal entries. Lastly, Part III provides open resource tools for representation learning techniques, and discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing.

Representation and Inference for Natural Language

2005 Computational linguistics
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Release : 2005
Genre : Computational linguistics
Kind : eBook
Book Rating : 969/5 ( reviews)

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Book Synopsis Representation and Inference for Natural Language by : Patrick Blackburn

Download or read book Representation and Inference for Natural Language written by Patrick Blackburn. This book was released on 2005. Available in PDF, EPUB and Kindle. Book excerpt: How can computers distinguish the coherent from the unintelligible, recognize new information in a sentence, or draw inferences from a natural language passage? Computational semantics is an exciting new field that seeks answers to these questions, and this volume is the first textbook wholly devoted to this growing subdiscipline. The book explains the underlying theoretical issues and fundamental techniques for computing semantic representations for fragments of natural language. This volume will be an essential text for computer scientists, linguists, and anyone interested in the development of computational semantics.

The Semantic Representation of Natural Language

2013-05-23 Language Arts & Disciplines
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Release : 2013-05-23
Genre : Language Arts & Disciplines
Kind : eBook
Book Rating : 534/5 ( reviews)

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Book Synopsis The Semantic Representation of Natural Language by : Michael Levison

Download or read book The Semantic Representation of Natural Language written by Michael Levison. This book was released on 2013-05-23. Available in PDF, EPUB and Kindle. Book excerpt: Proposes robust onomasiological semantic formalism and applies it to a wide variety of linguistic phenomena.

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