Cross Language Information Retrieval Using Latent Semantic Indexing

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Cross-Language Information Retrieval

Author : Gregory Grefenstette
Publisher : Springer Science & Business Media
ISBN 13 : 1461556619
Total Pages : 190 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Cross-Language Information Retrieval by : Gregory Grefenstette

Download or read book Cross-Language Information Retrieval written by Gregory Grefenstette and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most of the papers in this volume were first presented at the Workshop on Cross-Linguistic Information Retrieval that was held August 22, 1996 dur ing the SIGIR'96 Conference. Alan Smeaton of Dublin University and Paraic Sheridan of the ETH, Zurich, were the two other members of the Scientific Committee for this workshop. SIGIR is the Association for Computing Ma chinery (ACM) Special Interest Group on Information Retrieval, and they have held conferences yearly since 1977. Three additional papers have been added: Chapter 4 Distributed Cross-Lingual Information retrieval describes the EMIR retrieval system, one of the first general cross-language systems to be implemented and evaluated; Chapter 6 Mapping Vocabularies Using Latent Semantic Indexing, which originally appeared as a technical report in the Lab oratory for Computational Linguistics at Carnegie Mellon University in 1991, is included here because it was one of the earliest, though hard-to-find, publi cations showing the application of Latent Semantic Indexing to the problem of cross-language retrieval; and Chapter 10 A Weighted Boolean Model for Cross Language Text Retrieval describes a recent approach to solving the translation term weighting problem, specific to Cross-Language Information Retrieval. Gregory Grefenstette CONTRIBUTORS Lisa Ballesteros David Hull W, Bruce Croft Gregory Grefenstette Center for Intelligent Xerox Research Centre Europe Information Retrieval Grenoble Laboratory Computer Science Department University of Massachusetts Thomas K. Landauer Department of Psychology Mark W. Davis and Institute of Cognitive Science Computing Research Lab University of Colorado, Boulder New Mexico State University Michael L. Littman Bonnie J.

Cross-language Information Retrieval Using Latent Semantic Indexing

Author : Paul Geoffrey Young
Publisher :
ISBN 13 :
Total Pages : 96 pages
Book Rating : 4.:/5 (329 download)

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Book Synopsis Cross-language Information Retrieval Using Latent Semantic Indexing by : Paul Geoffrey Young

Download or read book Cross-language Information Retrieval Using Latent Semantic Indexing written by Paul Geoffrey Young and published by . This book was released on 1994 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cross-Language Information Retrieval

Author : Jian-Yun Nie
Publisher : Springer Nature
ISBN 13 : 303102138X
Total Pages : 125 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Cross-Language Information Retrieval by : Jian-Yun Nie

Download or read book Cross-Language Information Retrieval written by Jian-Yun Nie and published by Springer Nature. This book was released on 2022-05-31 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: Search for information is no longer exclusively limited within the native language of the user, but is more and more extended to other languages. This gives rise to the problem of cross-language information retrieval (CLIR), whose goal is to find relevant information written in a different language to a query. In addition to the problems of monolingual information retrieval (IR), translation is the key problem in CLIR: one should translate either the query or the documents from a language to another. However, this translation problem is not identical to full-text machine translation (MT): the goal is not to produce a human-readable translation, but a translation suitable for finding relevant documents. Specific translation methods are thus required. The goal of this book is to provide a comprehensive description of the specific problems arising in CLIR, the solutions proposed in this area, as well as the remaining problems. The book starts with a general description of the monolingual IR and CLIR problems. Different classes of approaches to translation are then presented: approaches using an MT system, dictionary-based translation and approaches based on parallel and comparable corpora. In addition, the typical retrieval effectiveness using different approaches is compared. It will be shown that translation approaches specifically designed for CLIR can rival and outperform high-quality MT systems. Finally, the book offers a look into the future that draws a strong parallel between query expansion in monolingual IR and query translation in CLIR, suggesting that many approaches developed in monolingual IR can be adapted to CLIR. The book can be used as an introduction to CLIR. Advanced readers can also find more technical details and discussions about the remaining research challenges in the future. It is suitable to new researchers who intend to carry out research on CLIR. Table of Contents: Preface / Introduction / Using Manually Constructed Translation Systems and Resources for CLIR / Translation Based on Parallel and Comparable Corpora / Other Methods to Improve CLIR / A Look into the Future: Toward a Unified View of Monolingual IR and CLIR? / References / Author Biography

Introduction to Information Retrieval

Author : Christopher D. Manning
Publisher : Cambridge University Press
ISBN 13 : 1139472100
Total Pages : pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Introduction to Information Retrieval by : Christopher D. Manning

Download or read book Introduction to Information Retrieval written by Christopher D. Manning and published by Cambridge University Press. This book was released on 2008-07-07 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Slides and additional exercises (with solutions for lecturers) are also available through the book's supporting website to help course instructors prepare their lectures.

Application of Latent Semantic Indexing on Malay-English Cross Language Information Retrieval

Author : Muhamad Taufik Abdullah
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (969 download)

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Book Synopsis Application of Latent Semantic Indexing on Malay-English Cross Language Information Retrieval by : Muhamad Taufik Abdullah

Download or read book Application of Latent Semantic Indexing on Malay-English Cross Language Information Retrieval written by Muhamad Taufik Abdullah and published by . This book was released on 2003 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cross-Language Information Retrieval and Evaluation

Author : Carol Peters
Publisher : Springer
ISBN 13 : 3540446451
Total Pages : 396 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Cross-Language Information Retrieval and Evaluation by : Carol Peters

Download or read book Cross-Language Information Retrieval and Evaluation written by Carol Peters and published by Springer. This book was released on 2003-06-29 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first evaluation campaign of the Cross-Language Evaluation Forum (CLEF) for European languages was held from January to September 2000. The campaign cul- nated in a two-day workshop in Lisbon, Portugal, 21 22 September, immediately following the fourth European Conference on Digital Libraries (ECDL 2000). The first day of the workshop was open to anyone interested in the area of Cross-Language Information Retrieval (CLIR) and addressed the topic of CLIR system evaluation. The goal was to identify the actual contribution of evaluation to system development and to determine what could be done in the future to stimulate progress. The second day was restricted to participants in the CLEF 2000 evaluation campaign and to their - periments. This volume constitutes the proceedings of the workshop and provides a record of the campaign. CLEF is currently an activity of the DELOS Network of Excellence for Digital - braries, funded by the EC Information Society Technologies to further research in digital library technologies. The activity is organized in collaboration with the US National Institute of Standards and Technology (NIST). The support of DELOS and NIST in the running of the evaluation campaign is gratefully acknowledged. I should also like to thank the other members of the Workshop Steering Committee for their assistance in the organization of this event.

Advances in Cross-Language Information Retrieval

Author : Cross-Language Evaluation Forum. Workshop
Publisher : Springer Science & Business Media
ISBN 13 : 3540408304
Total Pages : 832 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Advances in Cross-Language Information Retrieval by : Cross-Language Evaluation Forum. Workshop

Download or read book Advances in Cross-Language Information Retrieval written by Cross-Language Evaluation Forum. Workshop and published by Springer Science & Business Media. This book was released on 2003-10-10 with total page 832 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the thoroughly refereed post-proceedings of a workshop by the Cross-Language Evaluation Forum Campaign, CLEF 2002, held in Rome, Italy in September 2002. The 43 revised full papers presented together with an introduction and run data in an appendix were carefully reviewed and revised upon presentation at the workshop. The papers are organized in topical sections on systems evaluation experiments, cross language and more, monolingual experiments, mainly domain-specific information retrieval, interactive issues, cross-language spoken document retrieval, and cross-language evaluation issues and initiatives.

Smart Trends in Computing and Communications

Author : Yu-Dong Zhang
Publisher : Springer Nature
ISBN 13 : 9811500770
Total Pages : 498 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Smart Trends in Computing and Communications by : Yu-Dong Zhang

Download or read book Smart Trends in Computing and Communications written by Yu-Dong Zhang and published by Springer Nature. This book was released on 2019-12-03 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers high-quality papers presented at the International Conference on Smart Trends for Information Technology and Computer Communications (SmartCom 2019), organized by the Global Knowledge Research Foundation (GR Foundation) from 24 to 25 January 2019. It covers the state-of-the-art and emerging topics pertaining to information, computer communications, and effective strategies for their use in engineering and managerial applications. It also explores and discusses the latest technological advances in, and future directions for, information and knowledge computing and its applications.

Handbook of Latent Semantic Analysis

Author : Thomas K. Landauer
Publisher : Psychology Press
ISBN 13 : 1135603278
Total Pages : 570 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Handbook of Latent Semantic Analysis by : Thomas K. Landauer

Download or read book Handbook of Latent Semantic Analysis written by Thomas K. Landauer and published by Psychology Press. This book was released on 2007-02-15 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Latent Semantic Analysis is the authoritative reference for the theory behind Latent Semantic Analysis (LSA), a burgeoning mathematical method used to analyze how words make meaning, with the desired outcome to program machines to understand human commands via natural language rather than strict programming protocols. The first book

Multilingual Information Retrieval

Author : Carol Peters
Publisher : Springer Science & Business Media
ISBN 13 : 3642230083
Total Pages : 232 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Multilingual Information Retrieval by : Carol Peters

Download or read book Multilingual Information Retrieval written by Carol Peters and published by Springer Science & Business Media. This book was released on 2012-01-05 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are living in a multilingual world and the diversity in languages which are used to interact with information access systems has generated a wide variety of challenges to be addressed by computer and information scientists. The growing amount of non-English information accessible globally and the increased worldwide exposure of enterprises also necessitates the adaptation of Information Retrieval (IR) methods to new, multilingual settings. Peters, Braschler and Clough present a comprehensive description of the technologies involved in designing and developing systems for Multilingual Information Retrieval (MLIR). They provide readers with broad coverage of the various issues involved in creating systems to make accessible digitally stored materials regardless of the language(s) they are written in. Details on Cross-Language Information Retrieval (CLIR) are also covered that help readers to understand how to develop retrieval systems that cross language boundaries. Their work is divided into six chapters and accompanies the reader step-by-step through the various stages involved in building, using and evaluating MLIR systems. The book concludes with some examples of recent applications that utilise MLIR technologies. Some of the techniques described have recently started to appear in commercial search systems, while others have the potential to be part of future incarnations. The book is intended for graduate students, scholars, and practitioners with a basic understanding of classical text retrieval methods. It offers guidelines and information on all aspects that need to be taken into consideration when building MLIR systems, while avoiding too many ‘hands-on details’ that could rapidly become obsolete. Thus it bridges the gap between the material covered by most of the classical IR textbooks and the novel requirements related to the acquisition and dissemination of information in whatever language it is stored.

Multilingualism and Bilingualism

Author : Sammy Beban Chumbow
Publisher : BoD – Books on Demand
ISBN 13 : 1789232260
Total Pages : 186 pages
Book Rating : 4.7/5 (892 download)

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Book Synopsis Multilingualism and Bilingualism by : Sammy Beban Chumbow

Download or read book Multilingualism and Bilingualism written by Sammy Beban Chumbow and published by BoD – Books on Demand. This book was released on 2018-05-30 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research in the area of bilingualism and multilingualism invariably produces fascinating insights. In the Europe of yesteryears, the paradigm of one nation one language was dominant and fashionable as a nation-building ideology that multilingualism was considered a curse, a demon that had to be exorcised. Today, the avalanche of empirical evidence of research findings has established multilingualism and pluralism as an ideal for national development. The nine chapters of this book provide further elucidations of the issue of benefits of bilingualism and multilingualism and also provide original research findings on developments in the areas of psychological dimensions of bilingualism and bilingualism in information retrieval systems. The book by its illuminating description and insightful analysis of issues of bilingualism will be of significant interest to scholars, researchers, and all concerned with bilingualism and multilingualism from whatever perspective.

Trends in Network and Communications

Author : David C. Wyld
Publisher : Springer Science & Business Media
ISBN 13 : 364222542X
Total Pages : 751 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Trends in Network and Communications by : David C. Wyld

Download or read book Trends in Network and Communications written by David C. Wyld and published by Springer Science & Business Media. This book was released on 2011-06-30 with total page 751 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of three International Conferences, NeCoM 2011, on Networks & Communications, WeST 2011, on Web and Semantic Technology, and WiMoN 2011, on Wireless and Mobile Networks, jointly held in Chennai, India, in July 2011. The 74 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers address all technical and practical aspects of networks and communications in wireless and mobile networks dealing with issues such as network protocols and wireless networks, data communication technologies, and network security; they present knowledge and results in theory, methodology and applications of the Web and semantic technologies; as well as current research on wireless and mobile communications, networks, protocols and on wireless and mobile security.

EuroWordNet: A multilingual database with lexical semantic networks

Author : Piek Vossen
Publisher : Springer Science & Business Media
ISBN 13 : 9780792352952
Total Pages : 186 pages
Book Rating : 4.3/5 (529 download)

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Book Synopsis EuroWordNet: A multilingual database with lexical semantic networks by : Piek Vossen

Download or read book EuroWordNet: A multilingual database with lexical semantic networks written by Piek Vossen and published by Springer Science & Business Media. This book was released on 1998-10-31 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes the main objective of EuroWordNet, which is the building of a multilingual database with lexical semantic networks or wordnets for several European languages. The six contributions look at: the linguistic design of the EuroWordNet database; the top-down strategy for building EuroWordNet: vocabulary coverage, base concepts and top ontology; applying EuroWordNet to cross-language text retrieval; and cross-linguistic alignment of Wordnets with an inter-lingual-index. Intended for scholars in the field and researchers in semantics and knowledge engineering. Reprinted from Computers and the Humanities, v.32, nos.2-3, 1998. Annotation copyrighted by Book News, Inc., Portland, OR

Multilingual Natural Language Processing Applications

Author : Daniel Bikel
Publisher : IBM Press
ISBN 13 : 0137047819
Total Pages : 829 pages
Book Rating : 4.1/5 (37 download)

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Book Synopsis Multilingual Natural Language Processing Applications by : Daniel Bikel

Download or read book Multilingual Natural Language Processing Applications written by Daniel Bikel and published by IBM Press. This book was released on 2012-05-11 with total page 829 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multilingual Natural Language Processing Applications is the first comprehensive single-source guide to building robust and accurate multilingual NLP systems. Edited by two leading experts, it integrates cutting-edge advances with practical solutions drawn from extensive field experience. Part I introduces the core concepts and theoretical foundations of modern multilingual natural language processing, presenting today’s best practices for understanding word and document structure, analyzing syntax, modeling language, recognizing entailment, and detecting redundancy. Part II thoroughly addresses the practical considerations associated with building real-world applications, including information extraction, machine translation, information retrieval/search, summarization, question answering, distillation, processing pipelines, and more. This book contains important new contributions from leading researchers at IBM, Google, Microsoft, Thomson Reuters, BBN, CMU, University of Edinburgh, University of Washington, University of North Texas, and others. Coverage includes Core NLP problems, and today’s best algorithms for attacking them Processing the diverse morphologies present in the world’s languages Uncovering syntactical structure, parsing semantics, using semantic role labeling, and scoring grammaticality Recognizing inferences, subjectivity, and opinion polarity Managing key algorithmic and design tradeoffs in real-world applications Extracting information via mention detection, coreference resolution, and events Building large-scale systems for machine translation, information retrieval, and summarization Answering complex questions through distillation and other advanced techniques Creating dialog systems that leverage advances in speech recognition, synthesis, and dialog management Constructing common infrastructure for multiple multilingual text processing applications This book will be invaluable for all engineers, software developers, researchers, and graduate students who want to process large quantities of text in multiple languages, in any environment: government, corporate, or academic.

Advances in Information Retrieval

Author : Leif Azzopardi
Publisher : Springer
ISBN 13 : 3030157121
Total Pages : 890 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Advances in Information Retrieval by : Leif Azzopardi

Download or read book Advances in Information Retrieval written by Leif Azzopardi and published by Springer. This book was released on 2019-04-06 with total page 890 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 11437 and 11438 constitutes the refereed proceedings of the 41st European Conference on IR Research, ECIR 2019, held in Cologne, Germany, in April 2019. The 48 full papers presented together with 2 keynote papers, 44 short papers, 8 demonstration papers, 8 invited CLEF papers, 11 doctoral consortium papers, 4 workshop papers, and 4 tutorials were carefully reviewed and selected from 365 submissions. They were organized in topical sections named: Modeling Relations; Classification and Search; Recommender Systems; Graphs; Query Analytics; Representation; Reproducibility (Systems); Reproducibility (Application); Neural IR; Cross Lingual IR; QA and Conversational Search; Topic Modeling; Metrics; Image IR; Short Papers; Demonstration Papers; CLEF Organizers Lab Track; Doctoral Consortium Papers; Workshops; and Tutorials.

Knowledge Organization and Classification in International Information Retrieval

Author : Nancy Williamson
Publisher : Routledge
ISBN 13 : 1136421076
Total Pages : 266 pages
Book Rating : 4.1/5 (364 download)

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Book Synopsis Knowledge Organization and Classification in International Information Retrieval by : Nancy Williamson

Download or read book Knowledge Organization and Classification in International Information Retrieval written by Nancy Williamson and published by Routledge. This book was released on 2013-05-13 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn step-by-step how to develop knowledge-based products for international use! Knowledge Organization and Classification in International Information Retrieval examines current efforts to deal with the increasing globalization of information and knowledge. International authors walk you through the theoretical foundations and conceptual elements behind knowledge management, addressing areas such as the Internet, multinational resources, translations, and information languages. The tools, techniques, and case studies provided in this book will be invaluable to anyone interested in bridging the international information retrieval language gap. This book is divided into four sections that address major themes for internationalized information and knowledge: “General Bibliographic Systems” discusses how bibliographic classification systems can be adapted for specific subjects, the problems with addressing different language expressions, and the future of these systems “Information Organization in Knowledge Resources” explores knowledge organization and classification, focusing mainly on libraries and on the Internet “Linguistics, Terminology, and Natural Language Processing” analyzes the latest developments in language processing and the design of information retrieval tools and resources “Knowledge in the World and the World of Knowledge” addresses the ontological foundations of knowledge organization and classification and knowledge management in organizations from different cultures With this book, you’ll gain a better understanding about the international efforts to globalize: the Dewey Decimal Classification the Library of Congress Classification the Universal Decimal Classification multilingual thesauri Web directories of education-related resources human language technology metadata schemas the North American Industry Classification Figures, tables, charts, and diagrams elucidate the concepts in Knowledge Organization and Classification in International Information Retrieval. Information educators and practitioners as well as specialists in classification and knowledge organization will find this book valuable for its focus on the problems of—and solutions for—information retrieval for specific linguistic, cultural, and domain communities of discourse.

Experimental IR Meets Multilinguality, Multimodality, and Interaction

Author : Josanne Mothe
Publisher : Springer
ISBN 13 : 3319240277
Total Pages : 580 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Experimental IR Meets Multilinguality, Multimodality, and Interaction by : Josanne Mothe

Download or read book Experimental IR Meets Multilinguality, Multimodality, and Interaction written by Josanne Mothe and published by Springer. This book was released on 2015-08-31 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference of the CLEF Initiative, CLEF 2015, held in Toulouse, France, in September 2015. The 31 full papers and 20 short papers presented were carefully reviewed and selected from 68 submissions. They cover a broad range of issues in the fields of multilingual and multimodal information access evaluation, also included are a set of labs and workshops designed to test different aspects of mono and cross-language information retrieval systems.