Finite State 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.

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 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.

Introducing Speech and Language Processing

Author : John S. Coleman
Publisher : Cambridge University Press
ISBN 13 : 9780521530699
Total Pages : 324 pages
Book Rating : 4.5/5 (36 download)

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Book Synopsis Introducing Speech and Language Processing by : John S. Coleman

Download or read book Introducing Speech and Language Processing written by John S. Coleman and published by Cambridge University Press. This book was released on 2005-03-03 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: This major new textbook provides a clearly-written, concise and accessible introduction to speech and language processing. Assuming knowledge of only the very basics of linguistics and written specifically for students with no technical background, it is the perfect starting point for anyone beginning to study the discipline. Student s are shown from an elementary level how to use two programming languages, C and Prolog, and the accompanying CD-ROM contains all the software needed. Setting an invaluable foundation for further study, this is set to become the leading introduction to the field.

Finite-State Methods and Natural Language Processing

Author : Anssi Yli-Jyrä
Publisher : Springer Science & Business Media
ISBN 13 : 364214683X
Total Pages : 156 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 Science & Business Media. This book was released on 2010-08-05 with total page 156 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 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.

Applications of Finite-State Language Processing

Author : Svetla Koeva
Publisher : Cambridge Scholars Publishing
ISBN 13 : 1443826030
Total Pages : 225 pages
Book Rating : 4.4/5 (438 download)

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Book Synopsis Applications of Finite-State Language Processing by : Svetla Koeva

Download or read book Applications of Finite-State Language Processing written by Svetla Koeva and published by Cambridge Scholars Publishing. This book was released on 2010-10-12 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: NooJ is both a corpus processing tool and a linguistic development environment: it allows linguists to formalize several levels of linguistic phenomena: orthography and spelling, lexicons for simple words, multiword units and frozen expressions, inflectional, derivational and productive morphology, local, structural syntax and transformational syntax. For each of these levels, NooJ provides linguists with one or more formal tools specifically designed to facilitate the description of each phenomenon, as well as parsing tools designed to be as computationally efficient as possible. This approach distinguishes NooJ from most computational linguistic tools, which provide a single formalism that should describe everything. As a corpus processing tool, NooJ allows users to apply sophisticated linguistic queries to large corpora in order to build indices and concordances, annotate texts automatically, perform statistical analyses, etc. NooJ is freely available and linguistic modules can already be downloaded for Acadian, Arabic, Armenian, Bulgarian, Catalan, Chinese, Croatian, French, English, German, Hebrew, Greek, Hungarian, Italian, Polish, Portuguese, Spanish and Turkish. The present volume contains papers from the 2008 International NooJ conference which was held 8–10 June 2008 in Budapest. While the focus of the Budapest conference was on making NooJ compatible with other applications, the papers vary with respect to whether they regard Natural Language Processing (NLP) as a research goal or as a tool. However, they all present a slightly different problem either in the field of NLP, or in one that can be solved using NLP, or present a new development in the tool itself. The range of problems dealt with in the volume is quite varied, which will hopefully enable the readers to find contributions that are relevant to their field of interest.

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 : 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 Computational Morphology

Author : Irina Lobzhanidze
Publisher : Springer
ISBN 13 : 9783030902506
Total Pages : 0 pages
Book Rating : 4.9/5 (25 download)

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Book Synopsis Finite-State Computational Morphology by : Irina Lobzhanidze

Download or read book Finite-State Computational Morphology written by Irina Lobzhanidze and published by Springer. This book was released on 2023-02-23 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook provides a comprehensive account of current research on the finite-state morphology of Georgian and enables the reader to enter quickly into Georgian morphosyntax and its computational processing. It combines linguistic analysis with application of finite-state technology to processing of the language. The book opens with the author’s synoptic overview of the main lines of research, covers the properties of the word and its components, then moves up to the description of Georgian morphosyntax and the morphological analyzer and generator of Georgian.The book comprises three chapters and accompanying appendices. The aim of the first chapter is to describe the morphosyntactic structure of Georgian, focusing on differences between Old and Modern Georgian. The second chapter focuses on the application of finite-state technology to the processing of Georgian and on the compilation of a tokenizer, a morphological analyzer and a generator for Georgian. The third chapter discusses the testing and evaluation of the analyzer’s output and the compilation of the Georgian Language Corpus (GLC), which is now accessible online and freely available to the research community.Since the development of the analyzer, the field of computational linguistics has advanced in several ways, but the majority of new approaches to language processing has not been tested on Georgian. So, the organization of the book makes it easier to handle new developments from both a theoretical and practical viewpoint.The book includes a detailed index and references as well as the full list of morphosyntactic tags. It will be of interest and practical use to a wide range of linguists and advanced students interested in Georgian morphosyntax generally as well as to researchers working in the field of computational linguistics and focusing on how languages with complicated morphosyntax can be handled through finite-state approaches.

An Introduction to Natural Language Processing Through Prolog

Author : Clive Matthews
Publisher : Routledge
ISBN 13 : 1317898346
Total Pages : 318 pages
Book Rating : 4.3/5 (178 download)

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Book Synopsis An Introduction to Natural Language Processing Through Prolog by : Clive Matthews

Download or read book An Introduction to Natural Language Processing Through Prolog written by Clive Matthews and published by Routledge. This book was released on 2016-07-01 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research into Natural Language Processing - the use of computers to process language - has developed over the last couple of decades into one of the most vigorous and interesting areas of current work on language and communication. This book introduces the subject through the discussion and development of various computer programs which illustrate some of the basic concepts and techniques in the field. The programming language used is Prolog, which is especially well-suited for Natural Language Processing and those with little or no background in computing. Following the general introduction, the first section of the book presents Prolog, and the following chapters illustrate how various Natural Language Processing programs may be written using this programming language. Since it is assumed that the reader has no previous experience in programming, great care is taken to provide a simple yet comprehensive introduction to Prolog. Due to the 'user friendly' nature of Prolog, simple yet effective programs may be written from an early stage. The reader is gradually introduced to various techniques for syntactic processing, ranging from Finite State Network recognisors to Chart parsers. An integral element of the book is the comprehensive set of exercises included in each chapter as a means of cementing the reader's understanding of each topic. Suggested answers are also provided. An Introduction to Natural Language Processing Through Prolog is an excellent introduction to the subject for students of linguistics and computer science, and will be especially useful for those with no background in the subject.

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 Morphology

Author : Kenneth R. Beesley
Publisher : Center for the Study of Language and Information Publica Tion
ISBN 13 :
Total Pages : 536 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Finite State Morphology by : Kenneth R. Beesley

Download or read book Finite State Morphology written by Kenneth R. Beesley and published by Center for the Study of Language and Information Publica Tion. This book was released on 2003 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: The finite-state paradigm of computer science has provided a basis for natural-language applications that are efficient, elegant, and robust. This volume is a practical guide to finite-state theory and the affiliated programming languages lexc and xfst. Readers will learn how to write tokenizers, spelling checkers, and especially morphological analyzer/generators for words in English, French, Finnish, Hungarian, and other languages. Included are graded introductions, examples, and exercises suitable for individual study as well as formal courses. These take advantage of widely-tested lexc and xfst applications that are just becoming available for noncommercial use via the Internet.

Speech Recognition Algorithms Using Weighted Finite-State Transducers

Author : Takaaki Hori
Publisher : Springer Nature
ISBN 13 : 3031025628
Total Pages : 161 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Speech Recognition Algorithms Using Weighted Finite-State Transducers by : Takaaki Hori

Download or read book Speech Recognition Algorithms Using Weighted Finite-State Transducers written by Takaaki Hori and published by Springer Nature. This book was released on 2022-05-31 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the theory, algorithms, and implementation techniques for efficient decoding in speech recognition mainly focusing on the Weighted Finite-State Transducer (WFST) approach. The decoding process for speech recognition is viewed as a search problem whose goal is to find a sequence of words that best matches an input speech signal. Since this process becomes computationally more expensive as the system vocabulary size increases, research has long been devoted to reducing the computational cost. Recently, the WFST approach has become an important state-of-the-art speech recognition technology, because it offers improved decoding speed with fewer recognition errors compared with conventional methods. However, it is not easy to understand all the algorithms used in this framework, and they are still in a black box for many people. In this book, we review the WFST approach and aim to provide comprehensive interpretations of WFST operations and decoding algorithms to help anyone who wants to understand, develop, and study WFST-based speech recognizers. We also mention recent advances in this framework and its applications to spoken language processing. Table of Contents: Introduction / Brief Overview of Speech Recognition / Introduction to Weighted Finite-State Transducers / Speech Recognition by Weighted Finite-State Transducers / Dynamic Decoders with On-the-fly WFST Operations / Summary and Perspective

Handbook of Finite State Based Models and Applications

Author : Jiacun Wang
Publisher : CRC Press
ISBN 13 : 1439846197
Total Pages : 409 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Handbook of Finite State Based Models and Applications by : Jiacun Wang

Download or read book Handbook of Finite State Based Models and Applications written by Jiacun Wang and published by CRC Press. This book was released on 2016-04-19 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applicable to any problem that requires a finite number of solutions, finite state-based models (also called finite state machines or finite state automata) have found wide use in various areas of computer science and engineering. Handbook of Finite State Based Models and Applications provides a complete collection of introductory materials on fini

Time Map Phonology

Author : J. Carson-Berndsen
Publisher : Springer Science & Business Media
ISBN 13 : 9401735344
Total Pages : 248 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Time Map Phonology by : J. Carson-Berndsen

Download or read book Time Map Phonology written by J. Carson-Berndsen and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a revised version of my doctoral thesis which was submitted in April 1993. The main extension is a chapter on evaluation of the system de scribed in Chapter 8 as this is clearly an issue which was not treated in the original version. This required the collection of data, the development of a concept for diagnostic evaluation of linguistic word recognition systems and, of course, the actual evaluation of the system itself. The revisions made primarily concern the presentation of the latest version of the SILPA system described in an additional Subsection 8. 3, the development environment for SILPA in Sec tion 8. 4, the diagnostic evaluation of the system as an additional Chapter 9. Some updates are included in the discussion of phonology and computation in Chapter 2 and finite state techniques in computational phonology in Chapter 3. The thesis was designed primarily as a contribution to the area of compu tational phonology. However, it addresses issues which are relevant within the disciplines of general linguistics, computational linguistics and, in particular, speech technology, in providing a detailed declarative, computationally inter preted linguistic model for application in spoken language processing. Time Map Phonology is a novel, constraint-based approach based on a two-stage temporal interpretation of phonological categories as events.