Finite State Language Processing PDF Download
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Author | : Emmanuel Roche |
Publisher | : MIT Press |
Total Pages | : 494 |
Release | : 1997 |
Genre | : Computers |
ISBN | : 9780262181822 |
Download Finite-state Language Processing Book in PDF, ePub and Kindle
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.
Author | : Kyle Gorman |
Publisher | : Springer Nature |
Total Pages | : 140 |
Release | : 2022-06-01 |
Genre | : Computers |
ISBN | : 3031021797 |
Download Finite-State Text Processing Book in PDF, ePub and Kindle
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.
Author | : Stoyan Mihov |
Publisher | : Cambridge University Press |
Total Pages | : 316 |
Release | : 2019-08-01 |
Genre | : Computers |
ISBN | : 1108621139 |
Download Finite-State Techniques Book in PDF, ePub and Kindle
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.
Author | : Anssi Yli-Jyrä |
Publisher | : Springer Science & Business Media |
Total Pages | : 324 |
Release | : 2006-12-07 |
Genre | : Computers |
ISBN | : 3540354670 |
Download Finite-State Methods and Natural Language Processing Book in PDF, ePub and Kindle
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.
Author | : Anssi Yli-Jyrä |
Publisher | : Springer |
Total Pages | : 156 |
Release | : 2010-07-24 |
Genre | : Computers |
ISBN | : 3642146848 |
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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.
Author | : Anssi Yli-Jyrä |
Publisher | : Springer Science & Business Media |
Total Pages | : 156 |
Release | : 2010-08-05 |
Genre | : Computers |
ISBN | : 364214683X |
Download Finite-State Methods and Natural Language Processing Book in PDF, ePub and Kindle
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.
Author | : Dan Jurafsky |
Publisher | : Pearson Education India |
Total Pages | : 912 |
Release | : 2000-09 |
Genre | : |
ISBN | : 9788131716724 |
Download Speech & Language Processing Book in PDF, ePub and Kindle
Author | : Thomas Hanneforth |
Publisher | : Universitätsverlag Potsdam |
Total Pages | : 242 |
Release | : 2008 |
Genre | : Natural language processing (Computer science) |
ISBN | : 3940793574 |
Download Finite-state Methods and Natural Language Processing Book in PDF, ePub and Kindle
Author | : Clive Matthews |
Publisher | : Routledge |
Total Pages | : 319 |
Release | : 2016-07-01 |
Genre | : Language Arts & Disciplines |
ISBN | : 1317898346 |
Download An Introduction to Natural Language Processing Through Prolog Book in PDF, ePub and Kindle
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.
Author | : Jakub Piskorski |
Publisher | : IOS Press |
Total Pages | : 248 |
Release | : 2009 |
Genre | : Computers |
ISBN | : 158603975X |
Download Finite-state Methods and Natural Language Processing Book in PDF, ePub and Kindle
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.