Connectionist Statistical And Symbolic Approaches To Learning For Natural Language Processing

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Connectionist, Statistical and Symbolic Approaches to Learning for Natural Language Processing

Stefan Wermter,Ellen Riloff,Gabriele Scheler
Connectionist Statistical and Symbolic Approaches to Learning for Natural Language Processing Book PDF

Author : Stefan Wermter,Ellen Riloff,Gabriele Scheler
Publisher : Springer Science & Business Media
Page : 490 pages
File Size : 52,7 Mb
Release : 1996-03-15
Category : Computers
ISBN : 3540609253

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Connectionist, Statistical and Symbolic Approaches to Learning for Natural Language Processing by Stefan Wermter,Ellen Riloff,Gabriele Scheler Pdf

This book is based on the workshop on New Approaches to Learning for Natural Language Processing, held in conjunction with the International Joint Conference on Artificial Intelligence, IJCAI'95, in Montreal, Canada in August 1995. Most of the 32 papers included in the book are revised selected workshop presentations; some papers were individually solicited from members of the workshop program committee to give the book an overall completeness. Also included, and written with the novice reader in mind, is a comprehensive introductory survey by the volume editors. The volume presents the state of the art in the most promising current approaches to learning for NLP and is thus compulsory reading for researchers in the field or for anyone applying the new techniques to challenging real-world NLP problems.

Connectionist, Statistical and Symbolic Approaches to Learning for Natural Language Processing

Stefan Wermter,Ellen Riloff,Gabriele Scheler
Connectionist Statistical and Symbolic Approaches to Learning for Natural Language Processing Book PDF

Author : Stefan Wermter,Ellen Riloff,Gabriele Scheler
Publisher : Springer
Page : 474 pages
File Size : 54,7 Mb
Release : 2014-03-12
Category : Computers
ISBN : 3662163403

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Connectionist, Statistical and Symbolic Approaches to Learning for Natural Language Processing by Stefan Wermter,Ellen Riloff,Gabriele Scheler Pdf

This book is based on the workshop on New Approaches to Learning for Natural Language Processing, held in conjunction with the International Joint Conference on Artificial Intelligence, IJCAI'95, in Montreal, Canada in August 1995. Most of the 32 papers included in the book are revised selected workshop presentations; some papers were individually solicited from members of the workshop program committee to give the book an overall completeness. Also included, and written with the novice reader in mind, is a comprehensive introductory survey by the volume editors. The volume presents the state of the art in the most promising current approaches to learning for NLP and is thus compulsory reading for researchers in the field or for anyone applying the new techniques to challenging real-world NLP problems.

Handbook of Natural Language Processing

Robert Dale,Hermann Moisl,Harold Somers
Handbook of Natural Language Processing Book PDF

Author : Robert Dale,Hermann Moisl,Harold Somers
Publisher : CRC Press
Page : 974 pages
File Size : 49,6 Mb
Release : 2000-07-25
Category : Business & Economics
ISBN : 0824790006

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Handbook of Natural Language Processing by Robert Dale,Hermann Moisl,Harold Somers Pdf

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.

Encyclopedia of Information Systems and Technology - Two Volume Set

Phillip A. Laplante
Encyclopedia of Information Systems and Technology Two Volume Set Book PDF

Author : Phillip A. Laplante
Publisher : CRC Press
Page : 1307 pages
File Size : 54,8 Mb
Release : 2015-12-29
Category : Computers
ISBN : 9781000031744

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Encyclopedia of Information Systems and Technology - Two Volume Set by Phillip A. Laplante Pdf

Spanning the multi-disciplinary scope of information technology, the Encyclopedia of Information Systems and Technology draws together comprehensive coverage of the inter-related aspects of information systems and technology. The topics covered in this encyclopedia encompass internationally recognized bodies of knowledge, including those of The IT BOK, the Chartered Information Technology Professionals Program, the International IT Professional Practice Program (British Computer Society), the Core Body of Knowledge for IT Professionals (Australian Computer Society), the International Computer Driving License Foundation (European Computer Driving License Foundation), and the Guide to the Software Engineering Body of Knowledge. Using the universally recognized definitions of IT and information systems from these recognized bodies of knowledge, the encyclopedia brings together the information that students, practicing professionals, researchers, and academicians need to keep their knowledge up to date. Also Available Online This Taylor & Francis encyclopedia is also available through online subscription, offering a variety of extra benefits for researchers, students, and librarians, including:  Citation tracking and alerts  Active reference linking  Saved searches and marked lists  HTML and PDF format options Contact Taylor and Francis for more information or to inquire about subscription options and print/online combination packages. US: (Tel) 1.888.318.2367; (E-mail) [email protected] International: (Tel) +44 (0) 20 7017 6062; (E-mail) [email protected]

Encyclopedia of Library and Information Science, Second Edition -

Miriam Drake
Encyclopedia of Library and Information Science Second Edition Book PDF

Author : Miriam Drake
Publisher : CRC Press
Page : 922 pages
File Size : 45,8 Mb
Release : 2003-05-20
Category : Language Arts & Disciplines
ISBN : 0824720776

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Encyclopedia of Library and Information Science, Second Edition - by Miriam Drake Pdf

A revitalized version of the popular classic, the Encyclopedia of Library and Information Science, Second Edition targets new and dynamic movements in the distribution, acquisition, and development of print and online media-compiling articles from more than 450 information specialists on topics including program planning in the digital era, recruitment, information management, advances in digital technology and encoding, intellectual property, and hardware, software, database selection and design, competitive intelligence, electronic records preservation, decision support systems, ethical issues in information, online library instruction, telecommuting, and digital library projects.

Encyclopedia of Library and Information Sciences

John D. McDonald,Michael Levine-Clark
Encyclopedia of Library and Information Sciences Book PDF

Author : John D. McDonald,Michael Levine-Clark
Publisher : CRC Press
Page : 5538 pages
File Size : 54,7 Mb
Release : 2017-03-15
Category : Computers
ISBN : 9781000031546

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Encyclopedia of Library and Information Sciences by John D. McDonald,Michael Levine-Clark Pdf

The Encyclopedia of Library and Information Sciences, comprising of seven volumes, now in its fourth edition, compiles the contributions of major researchers and practitioners and explores the cultural institutions of more than 30 countries. This major reference presents over 550 entries extensively reviewed for accuracy in seven print volumes or online. The new fourth edition, which includes 55 new entires and 60 revised entries, continues to reflect the growing convergence among the disciplines that influence information and the cultural record, with coverage of the latest topics as well as classic articles of historical and theoretical importance.

Natural Language Processing and Information Systems

Farid Meziane,Elizabeth Métais
Natural Language Processing and Information Systems Book PDF

Author : Farid Meziane,Elizabeth Métais
Publisher : Springer
Page : 447 pages
File Size : 42,6 Mb
Release : 2004-07-28
Category : Computers
ISBN : 9783540277798

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Natural Language Processing and Information Systems by Farid Meziane,Elizabeth Métais Pdf

Welcome to NLDB04, the Ninth International Conference on the Application of Natural Language to Information Systems, held at the University of Salford, UK d- ing June 23-25, 2004. NLDB04 follows on the success of previous conferences held since 1995. Early conferences then known as Application of Natural Language to Databases, hence the acronym NLDB, were used as a forum to discuss and disse- nate research on the integration of natural language and databases and were mainly concerned with natural language based queries, database modelling and user int- faces that facilitate access to information. The conference has since moved to enc- pass all aspects of Information Systems and Software Engineering. Indeed, the use of natural language in systems modelling has greatly improved the development process and benefited both developers and users at all stages of the software development process. The latest developments in the field of natural language and the emergence of new technologies has seen a shift towards storage of large semantic electronic dictionaries, their exploitation and the advent of what is now known as the semantic web. Inf- mation extraction and retrieval, document and content management, ontology dev- opment and management and natural language conversational systems are becoming regular tracks in the last NLDB conferences. NLDB04 has seen a 50% increase in the number of submissions and has est- lished itself as one of the leading conferences in the area of applying natural language to information systems in its broader sense.

Evaluating Natural Language Processing Systems

Karen Sparck Jones,Julia R. Galliers
Evaluating Natural Language Processing Systems Book PDF

Author : Karen Sparck Jones,Julia R. Galliers
Publisher : Springer Science & Business Media
Page : 256 pages
File Size : 45,6 Mb
Release : 1995
Category : Computers
ISBN : 3540613099

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Evaluating Natural Language Processing Systems by Karen Sparck Jones,Julia R. Galliers Pdf

This book is about the patterns of connections between brain structures. It reviews progress on the analysis of neuroanatomical connection data and presents six different approaches to data analysis. The results of their application to data from cat and monkey cortex are explored. This volume sheds light on the organization of the brain that is specified by its wiring.

Handbook of Natural Language Processing

Nitin Indurkhya,Fred J. Damerau
Handbook of Natural Language Processing Book PDF

Author : Nitin Indurkhya,Fred J. Damerau
Publisher : CRC Press
Page : 704 pages
File Size : 45,5 Mb
Release : 2010-02-22
Category : Business & Economics
ISBN : 9781420085938

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Handbook of Natural Language Processing by Nitin Indurkhya,Fred J. Damerau Pdf

The Handbook of Natural Language Processing, Second Edition presents practical tools and techniques for implementing natural language processing in computer systems. Along with removing outdated material, this edition updates every chapter and expands the content to include emerging areas, such as sentiment analysis.New to the Second EditionGreater

Advanced Applications of Natural Language Processing for Performing Information Extraction

Mário Rodrigues,António Teixeira
Advanced Applications of Natural Language Processing for Performing Information Extraction Book PDF

Author : Mário Rodrigues,António Teixeira
Publisher : Springer
Page : 75 pages
File Size : 46,5 Mb
Release : 2015-05-06
Category : Computers
ISBN : 9783319155630

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Advanced Applications of Natural Language Processing for Performing Information Extraction by Mário Rodrigues,António Teixeira Pdf

This book explains how can be created information extraction (IE) applications that are able to tap the vast amount of relevant information available in natural language sources: Internet pages, official documents such as laws and regulations, books and newspapers, and social web. Readers are introduced to the problem of IE and its current challenges and limitations, supported with examples. The book discusses the need to fill the gap between documents, data, and people, and provides a broad overview of the technology supporting IE. The authors present a generic architecture for developing systems that are able to learn how to extract relevant information from natural language documents, and illustrate how to implement working systems using state-of-the-art and freely available software tools. The book also discusses concrete applications illustrating IE uses. · Provides an overview of state-of-the-art technology in information extraction (IE), discussing achievements and limitations for the software developer and providing references for specialized literature in the area · Presents a comprehensive list of freely available, high quality software for several subtasks of IE and for several natural languages · Describes a generic architecture that can learn how to extract information for a given application domain

Connectionist Approaches to Natural Language Processing

R G Reilly,Noel Sharkey
Connectionist Approaches to Natural Language Processing Book PDF

Author : R G Reilly,Noel Sharkey
Publisher : Routledge
Page : 472 pages
File Size : 51,8 Mb
Release : 2016-07-22
Category : Psychology
ISBN : 9781317266310

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Connectionist Approaches to Natural Language Processing by R G Reilly,Noel Sharkey Pdf

Originally published in 1992, when connectionist natural language processing (CNLP) was a new and burgeoning research area, this book represented a timely assessment of the state of the art in the field. It includes contributions from some of the best known researchers in CNLP and covers a wide range of topics. The book comprises four main sections dealing with connectionist approaches to semantics, syntax, the debate on representational adequacy, and connectionist models of psycholinguistic processes. The semantics and syntax sections deal with a variety of approaches to issues in these traditional linguistic domains, covering the spectrum from pure connectionist approaches to hybrid models employing a mixture of connectionist and classical AI techniques. The debate on the fundamental suitability of connectionist architectures for dealing with natural language processing is the focus of the section on representational adequacy. The chapters in this section represent a range of positions on the issue, from the view that connectionist models are intrinsically unsuitable for all but the associationistic aspects of natural language, to the other extreme which holds that the classical conception of representation can be dispensed with altogether. The final section of the book focuses on the application of connectionist models to the study of psycholinguistic processes. This section is perhaps the most varied, covering topics from speech perception and speech production, to attentional deficits in reading. An introduction is provided at the beginning of each section which highlights the main issues relating to the section topic and puts the constituent chapters into a wider context.

Automatic Ambiguity Resolution in Natural Language Processing

Alexander Franz
Automatic Ambiguity Resolution in Natural Language Processing Book PDF

Author : Alexander Franz
Publisher : Springer Science & Business Media
Page : 186 pages
File Size : 42,9 Mb
Release : 1996-11-13
Category : Computers
ISBN : 3540620044

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Automatic Ambiguity Resolution in Natural Language Processing by Alexander Franz Pdf

This is an exciting time for Artificial Intelligence, and for Natural Language Processing in particular. Over the last five years or so, a newly revived spirit has gained prominence that promises to revitalize the whole field: the spirit of empiricism. This book introduces a new approach to the important NLP issue of automatic ambiguity resolution, based on statistical models of text. This approach is compared with previous work and proved to yield higher accuracy for natural language analysis. An effective implementation strategy is also described, which is directly useful for natural language analysis. The book is noteworthy for demonstrating a new empirical approach to NLP; it is essential reading for researchers in natural language processing or computational linguistics.

The Handbook of Computational Linguistics and Natural Language Processing

Alexander Clark,Chris Fox,Shalom Lappin
The Handbook of Computational Linguistics and Natural Language Processing Book PDF

Author : Alexander Clark,Chris Fox,Shalom Lappin
Publisher : John Wiley & Sons
Page : 802 pages
File Size : 41,9 Mb
Release : 2013-04-24
Category : Language Arts & Disciplines
ISBN : 9781118448670

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The Handbook of Computational Linguistics and Natural Language Processing by Alexander Clark,Chris Fox,Shalom Lappin Pdf

This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP). Features contributions by the top researchers in the field, reflecting the work that is driving the discipline forward Includes an introduction to the major theoretical issues in these fields, as well as the central engineering applications that the work has produced Presents the major developments in an accessible way, explaining the close connection between scientific understanding of the computational properties of natural language and the creation of effective language technologies Serves as an invaluable state-of-the-art reference source for computational linguists and software engineers developing NLP applications in industrial research and development labs of software companies

Biomimetic Technologies

Trung Dung Ngo
Biomimetic Technologies Book PDF

Author : Trung Dung Ngo
Publisher : Woodhead Publishing
Page : 394 pages
File Size : 51,9 Mb
Release : 2015-07-24
Category : Science
ISBN : 9780081002605

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Biomimetic Technologies by Trung Dung Ngo Pdf

Biomimetic engineering takes the principles of biological organisms and copies, mimics or adapts these in the design and development of new materials and technologies. Biomimetic Technologies reviews the key materials and processes involved in this groundbreaking field, supporting theoretical background by outlining a range of applications. Beginning with an overview of the key principles and materials associated with biomimetic technologies in Part One, the book goes on to explore biomimetic sensors in more detail in Part Two, with bio-inspired tactile, hair-based, gas-sensing and sonar systems all reviewed. Biomimetic actuators are then the focus of Part Three, with vision systems, tissue growth and muscles all discussed. Finally, a wide range of applications are investigated in Part Four, where biomimetic technology and artificial intelligence are reviewed for such uses as bio-inspired climbing robots and multi-robot systems, microrobots with CMOS IC neural networks locomotion control, central pattern generators (CPG’s) and biologically inspired antenna arrays. Includes a solid overview of modern artificial intelligence as background to the principles of biomimetic engineering Reviews a selection of key bio-inspired materials and sensors, highlighting their current strengths and future potential Features cutting-edge examples of biomimetic technologies employed for a broad range of applications

Learning Expressive Ontologies

J. Völker,IOS Press
Learning Expressive Ontologies Book PDF

Author : J. Völker,IOS Press
Publisher : IOS Press
Page : 274 pages
File Size : 54,9 Mb
Release : 2009-06-25
Category : Computers
ISBN : 9781614993360

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Learning Expressive Ontologies by J. Völker,IOS Press Pdf

This publication advances the state-of-the-art in ontology learning by presenting a set of novel approaches to the semi-automatic acquisition, refinement and evaluation of logically complex axiomatizations. It has been motivated by the fact that the realization of the semantic web envisioned by Tim Berners-Lee is still hampered by the lack of ontological resources, while at the same time more and more applications of semantic technologies emerge from fast-growing areas such as e-business or life sciences. Such knowledge-intensive applications, requiring large scale reasoning over complex domains of interest, even more than the semantic web depend on the availability of expressive, high-quality axiomatizations. This knowledge acquisition bottleneck could be overcome by approaches to the automatic or semi-automatic construction of ontologies. Hence a huge number of ontology learning tools and frameworks have been developed in recent years, all of them aiming for the automatic or semi-automatic generation of ontologies from various kinds of data. However, both the quality and the expressivity of ontologies that can be acquired by the current state-of-the-art in ontology learning so far have failed to meet the expectations of people who argue in favor of powerful, knowledge-intensive applications based on logical inference. This work therefore takes a first, yet important, step towards the semi-automatic generation and maintenance of expressive ontologies.