Finite State Methods And Natural Language Processing

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Finite-state Language Processing

Author : Emmanuel Roche
Publisher : MIT Press
ISBN 13 : 9780262181822
Total Pages : 494 pages
Book Rating : 4.1/5 (818 download)

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Book Synopsis Finite-state Language Processing by : Emmanuel Roche

Download or read book Finite-state Language Processing written by Emmanuel Roche and published by MIT Press. This book was released on 1997 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: Finite-state devices, such as finite-state automata, graphs, and finite-state transducers, have been present since the emergence of computer science and are extensively used in areas as various as program compilation, hardware modeling, and database management. Although finite-state devices have been known for some time in computational linguistics, more powerful formalisms such as context-free grammars or unification grammars have typically been preferred. Recent mathematical and algorithmic results in the field of finite-state technology have had a great impact on the representation of electronic dictionaries and on natural language processing, resulting in a new technology for language emerging out of both industrial and academic research. This book presents a discussion of fundamental finite-state algorithms, and constitutes an approach from the perspective of natural language processing.

Finite-State Methods and Natural Language Processing

Author : Anssi Yli-Jyrä
Publisher : Springer Science & Business Media
ISBN 13 : 3540354670
Total Pages : 324 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Finite-State Methods and Natural Language Processing by : Anssi Yli-Jyrä

Download or read book Finite-State Methods and Natural Language Processing written by Anssi Yli-Jyrä and published by Springer Science & Business Media. This book was released on 2006-12-07 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 5th International Workshop on Finite-State Methods in Natural Language Processing, FSMNLP 2005, held in Helsinki, Finland, September 2005. The book presents 24 revised full papers and seven revised poster papers together with two invited contributions and abstracts of six software demos. Topics include morphology, optimality theory, some special FSM families, weighted FSM algorithms, FSM representations, exploration, ordered structures, and surface parsing.

Finite-state Methods and Natural Language Processing

Author : Thomas Hanneforth
Publisher : Universitätsverlag Potsdam
ISBN 13 : 3940793574
Total Pages : 242 pages
Book Rating : 4.9/5 (47 download)

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Book Synopsis Finite-state Methods and Natural Language Processing by : Thomas Hanneforth

Download or read book Finite-state Methods and Natural Language Processing written by Thomas Hanneforth and published by Universitätsverlag Potsdam. This book was released on 2008 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Finite-State Methods and Natural Language Processing

Author : Anssi Yli-Jyrä
Publisher : Springer
ISBN 13 : 3642146848
Total Pages : 147 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Finite-State Methods and Natural Language Processing by : Anssi Yli-Jyrä

Download or read book Finite-State Methods and Natural Language Processing written by Anssi Yli-Jyrä and published by Springer. This book was released on 2010-07-24 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Workshop on the Finite-State-Methods and Natural Language Processing, FSMNLP 2009. The workshop was held at the University of Pretoria, South Africa on July 2009. In total 21 papers were submitted and of those papers 13 were accepted as regular papers and a further 6 as extended abstracts. The papers are devoted to computational morphology, natural language processing, finite-state methods, automata, and related formal language theory.

Finite-State Methods and Natural Language Processing

Author : J. Piskorski
Publisher : IOS Press
ISBN 13 : 160750409X
Total Pages : 248 pages
Book Rating : 4.6/5 (75 download)

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Book Synopsis Finite-State Methods and Natural Language Processing by : J. Piskorski

Download or read book Finite-State Methods and Natural Language Processing written by J. Piskorski and published by IOS Press. This book was released on 2009-03-04 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings contain the final versions of the papers presented at the 7th International Workshop on Finite-State Methods and Natural Language Processing (FSMNLP), held in Ispra, Italy, on September 11–12, 2008. The aim of the FSMNLP workshops is to bring together members of the research and industrial community working on finite-state based models in language technology, computational linguistics, web mining, linguistics and cognitive science on one hand, and on related theory and methods in fields such as computer science and mathematics on the other. Thus, the workshop series is a forum for researchers and practitioners working on applications as well as theoretical and implementation aspects. The special theme of FSMNLP 2008 was high performance finite-state devices in large-scale natural language text processing systems and applications. The papers in this publication cover a range of interesting NLP applications, including machine learning and translation, logic, computational phonology, morphology and semantics, data mining, information extraction and disambiguation, as well as programming, optimization and compression of finite-state networks. The applied methods include weighted algorithms, kernels and tree automata. In addition, relevant aspects of software engineering, standardization and European funding programmes are discussed.

Finite-State Text Processing

Author : Kyle Gorman
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1636391141
Total Pages : 160 pages
Book Rating : 4.6/5 (363 download)

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Book Synopsis Finite-State Text Processing by : Kyle Gorman

Download or read book Finite-State Text Processing written by Kyle Gorman and published by Morgan & Claypool Publishers. This book was released on 2021-05-26 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: Weighted finite-state transducers (WFSTs) are commonly used by engineers and computational linguists for processing and generating speech and text. This book first provides a detailed introduction to this formalism. It then introduces Pynini, a Python library for compiling finite-state grammars and for combining, optimizing, applying, and searching finite-state transducers. This book illustrates this library's conventions and use with a series of case studies. These include the compilation and application of context-dependent rewrite rules, the construction of morphological analyzers and generators, and text generation and processing applications.

Finite-state Methods and Natural Language Processing

Author : Jakub Piskorski
Publisher :
ISBN 13 : 9781441616128
Total Pages : 235 pages
Book Rating : 4.6/5 (161 download)

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Book Synopsis Finite-state Methods and Natural Language Processing by : Jakub Piskorski

Download or read book Finite-state Methods and Natural Language Processing written by Jakub Piskorski and published by . This book was released on 2009 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Finite-State Techniques

Author : Stoyan Mihov
Publisher : Cambridge University Press
ISBN 13 : 1108621139
Total Pages : 316 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis Finite-State Techniques by : Stoyan Mihov

Download or read book Finite-State Techniques written by Stoyan Mihov and published by Cambridge University Press. This book was released on 2019-08-01 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Finite-state methods are the most efficient mechanisms for analysing textual and symbolic data, providing elegant solutions for an immense number of practical problems in computational linguistics and computer science. This book for graduate students and researchers gives a complete coverage of the field, starting from a conceptual introduction and building to advanced topics and applications. The central finite-state technologies are introduced with mathematical rigour, ranging from simple finite-state automata to transducers and bimachines as 'input-output' devices. Special attention is given to the rich possibilities of simplifying, transforming and combining finite-state devices. All algorithms presented are accompanied by full correctness proofs and executable source code in a new programming language, C(M), which focuses on transparency of steps and simplicity of code. Thus, by enabling readers to obtain a deep formal understanding of the subject and to put finite-state methods to real use, this book closes the gap between theory and practice.

Finite-state Methods and Natural Language Processing

Author : Jakub Piskorski
Publisher : IOS Press
ISBN 13 : 158603975X
Total Pages : 248 pages
Book Rating : 4.5/5 (86 download)

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Book Synopsis Finite-state Methods and Natural Language Processing by : Jakub Piskorski

Download or read book Finite-state Methods and Natural Language Processing written by Jakub Piskorski and published by IOS Press. This book was released on 2009 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contains papers that cover a range of Natural Language Processing (NLP) applications, including machine learning and translation, logic, computational phonology, morphology and semantics, data mining, information extraction and disambiguation, as well as programming, optimization and compression of finite-state networks.

Speech & Language Processing

Author : Dan Jurafsky
Publisher : Pearson Education India
ISBN 13 : 9788131716724
Total Pages : 912 pages
Book Rating : 4.7/5 (167 download)

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Book Synopsis Speech & Language Processing by : Dan Jurafsky

Download or read book Speech & Language Processing written by Dan Jurafsky and published by Pearson Education India. This book was released on 2000-09 with total page 912 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Finite-State Methods and Natural Language Processing

Author : Anssi Yli-JyrS
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Finite-State Methods and Natural Language Processing by : Anssi Yli-JyrS

Download or read book Finite-State Methods and Natural Language Processing written by Anssi Yli-JyrS and published by . This book was released on 2006 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Natural Language Processing

Author : Jacob Eisenstein
Publisher : MIT Press
ISBN 13 : 0262042843
Total Pages : 535 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Introduction to Natural Language Processing by : Jacob Eisenstein

Download or read book Introduction to Natural Language Processing written by Jacob Eisenstein and published by MIT Press. This book was released on 2019-10-01 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques. This textbook provides a technical perspective on natural language processing—methods for building computer software that understands, generates, and manipulates human language. It emphasizes contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. The first section establishes a foundation in machine learning by building a set of tools that will be used throughout the book and applying them to word-based textual analysis. The second section introduces structured representations of language, including sequences, trees, and graphs. The third section explores different approaches to the representation and analysis of linguistic meaning, ranging from formal logic to neural word embeddings. The final section offers chapter-length treatments of three transformative applications of natural language processing: information extraction, machine translation, and text generation. End-of-chapter exercises include both paper-and-pencil analysis and software implementation. The text synthesizes and distills a broad and diverse research literature, linking contemporary machine learning techniques with the field's linguistic and computational foundations. It is suitable for use in advanced undergraduate and graduate-level courses and as a reference for software engineers and data scientists. Readers should have a background in computer programming and college-level mathematics. After mastering the material presented, students will have the technical skill to build and analyze novel natural language processing systems and to understand the latest research in the field.

Natural Language Processing and Text Mining

Author : Anne Kao
Publisher : Springer Science & Business Media
ISBN 13 : 1846287545
Total Pages : 272 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Natural Language Processing and Text Mining by : Anne Kao

Download or read book Natural Language Processing and Text Mining written by Anne Kao and published by Springer Science & Business Media. This book was released on 2007-03-06 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Natural Language Processing and Text Mining not only discusses applications of Natural Language Processing techniques to certain Text Mining tasks, but also the converse, the use of Text Mining to assist NLP. It assembles a diverse views from internationally recognized researchers and emphasizes caveats in the attempt to apply Natural Language Processing to text mining. This state-of-the-art survey is a must-have for advanced students, professionals, and researchers.

Proceedings of the 9th International Workshop on Finite State Methods and Natural Language Processing

Author :
Publisher :
ISBN 13 : 9781950737956
Total Pages : pages
Book Rating : 4.7/5 (379 download)

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Book Synopsis Proceedings of the 9th International Workshop on Finite State Methods and Natural Language Processing by :

Download or read book Proceedings of the 9th International Workshop on Finite State Methods and Natural Language Processing written by and published by . This book was released on 2011-05-07 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Representation Learning for Natural Language Processing

Author : Zhiyuan Liu
Publisher : Springer Nature
ISBN 13 : 9811555737
Total Pages : 319 pages
Book Rating : 4.8/5 (115 download)

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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 and published by Springer Nature. This book was released on 2020-07-03 with total page 319 pages. 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.

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.

Extended Finite State Models of Language

Author : Andras Kornai
Publisher : Cambridge University Press
ISBN 13 : 9780521631983
Total Pages : 304 pages
Book Rating : 4.6/5 (319 download)

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Book Synopsis Extended Finite State Models of Language by : Andras Kornai

Download or read book Extended Finite State Models of Language written by Andras Kornai and published by Cambridge University Press. This book was released on 1999-09-13 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book and CD-ROM cover the breadth of contemporary finite state language modeling, from mathematical foundations to developing and debugging specific grammars.