Finite-state Language Processing

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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

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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

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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

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Author :
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

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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.

Finite-State Text Processing

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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

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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 Methods and Natural Language Processing

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Author :
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:

Finite-State Techniques

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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.

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

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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:

Extended Finite State Models of Language

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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.

Speech & Language Processing

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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:

Introduction to Natural Language Processing

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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 of Semitic Languages

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Publisher : Springer Science & Business
ISBN 13 : 3642453589
Total Pages : 477 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Natural Language Processing of Semitic Languages by : Imed Zitouni

Download or read book Natural Language Processing of Semitic Languages written by Imed Zitouni and published by Springer Science & Business. This book was released on 2014-04-22 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research in Natural Language Processing (NLP) has rapidly advanced in recent years, resulting in exciting algorithms for sophisticated processing of text and speech in various languages. Much of this work focuses on English; in this book we address another group of interesting and challenging languages for NLP research: the Semitic languages. The Semitic group of languages includes Arabic (206 million native speakers), Amharic (27 million), Hebrew (7 million), Tigrinya (6.7 million), Syriac (1 million) and Maltese (419 thousand). Semitic languages exhibit unique morphological processes, challenging syntactic constructions and various other phenomena that are less prevalent in other natural languages. These challenges call for unique solutions, many of which are described in this book. The 13 chapters presented in this book bring together leading scientists from several universities and research institutes worldwide. While this book devotes some attention to cutting-edge algorithms and techniques, its primary purpose is a thorough explication of best practices in the field. Furthermore, every chapter describes how the techniques discussed apply to Semitic languages. The book covers both statistical approaches to NLP, which are dominant across various applications nowadays and the more traditional, rule-based approaches, that were proven useful for several other application domains. We hope that this book will provide a "one-stop-shop'' for all the requisite background and practical advice when building NLP applications for Semitic languages.

New Methods In Language Processing

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Publisher : Routledge
ISBN 13 : 1134227388
Total Pages : 385 pages
Book Rating : 4.1/5 (342 download)

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Book Synopsis New Methods In Language Processing by : D. B. Jones

Download or read book New Methods In Language Processing written by D. B. Jones and published by Routledge. This book was released on 2013-11-05 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Studies in Computational Linguistics presents authoritative texts from an international team of leading computational linguists. The books range from the senior undergraduate textbook to the research level monograph and provide a showcase for a broad range of recent developments in the field. The series should be interesting reading for researchers and students alike involved at this interface of linguistics and computing.

The Handbook of Computational Linguistics and Natural Language Processing

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Publisher : John Wiley & Sons
ISBN 13 : 1118448677
Total Pages : 802 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis The Handbook of Computational Linguistics and Natural Language Processing by : Alexander Clark

Download or read book The Handbook of Computational Linguistics and Natural Language Processing written by Alexander Clark and published by John Wiley & Sons. This book was released on 2013-04-24 with total page 802 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Recent Advances in Natural Language Processing III

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Publisher : John Benjamins Publishing
ISBN 13 : 9027294682
Total Pages : 418 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Recent Advances in Natural Language Processing III by : Nicolas Nicolov

Download or read book Recent Advances in Natural Language Processing III written by Nicolas Nicolov and published by John Benjamins Publishing. This book was released on 2004-11-30 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume brings together revised versions of a selection of papers presented at the 2003 International Conference on “Recent Advances in Natural Language Processing”. A wide range of topics is covered in the volume: semantics, dialogue, summarization, anaphora resolution, shallow parsing, morphology, part-of-speech tagging, named entity, question answering, word sense disambiguation, information extraction. Various ‘state-of-the-art’ techniques are explored: finite state processing, machine learning (support vector machines, maximum entropy, decision trees, memory-based learning, inductive logic programming, transformation-based learning, perceptions), latent semantic analysis, constraint programming. The papers address different languages (Arabic, English, German, Slavic languages) and use different linguistic frameworks (HPSG, LFG, constraint-based DCG). This book will be of interest to those who work in computational linguistics, corpus linguistics, human language technology, translation studies, cognitive science, psycholinguistics, artificial intelligence, and informatics.