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Finite-State Language Processing (Language, Speech, and Communication)
 
 
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Finite-State Language Processing (Language, Speech, and Communication) (Hardcover)
by Emmanuel Roche (Editor), Yves Schabes (Editor) "The theory of finite-state automata is rich, and finite-state automata techniques are used in a wide range of domains, including switching theory, pattern matching, pattern..." (more)
Key Phrases: grammar definition corpus, stack congruence, sentence automaton, Université Paris, Atro Voutilainen, International Conference (more...)
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Editorial Reviews
Review
"Emmanuel Roche and Yves Schabes have put together a picture of the state of the art in using finite-state techniques in computational linguistics. The contributing authors comprise an impressive collection -- essentially the originating sources for much of the important recent work in this area."
-- Philip Resnik, Assistant Professor, Department of Linguistics and Institute for Advanced Computer Studies, University of Maryland at College Park

Product Description
Finite-state devices, which include finite-state automata, graphs, and finite-state transducers, are in wide use in many areas of computer science. Recently, there has been a resurgence of the use of finite-state devices in all aspects of computational linguistics, including dictionary encoding, text processing, and speech processing. This book describes the fundamental properties of finite-state devices and illustrates their uses. Many of the contributors pioneered the use of finite-automata for different aspects of natural language processing. The topics, which range from the theoretical to the applied, include finite-state morphology, approximation of phrase-structure grammars, deterministic part-of-speech tagging, application of a finite-state intersection grammar, a finite-state transducer for extracting information from text, and speech recognition using weighted finite automata. The introduction presents the basic theoretical results in finite-state automata and transducers. These results and algorithms are described and illustrated with simple formal language examples as well as natural language examples.

Contributors: Douglas Appelt, John Bear, David Clemenceau, Maurice Gross, Jerry R. Hobbs, David Israel, Megumi Kameyama, Lauri Karttunen, Kimmo Koskenniemi, Mehryar Mohri, Eric Laporte, Fernando C. N. Pereira, Michael D. Riley, Emmanuel Roche, Yves Schabes, Max D. Silberztein, Mark Stickel, Pasi Tapanainen, Mabry Tyson, Atro Voutilainen, Rebecca N. Wright.

Language, Speech, and Communication series

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Inside This Book (learn more)
First Sentence:
The theory of finite-state automata is rich, and finite-state automata techniques are used in a wide range of domains, including switching theory, pattern matching, pattern recognition, speech processing, handwriting recognition, optical character recognition, encryption algorithm, data compression, indexing, and operating system analysis (e.g., Petri-net). Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
grammar definition corpus, stack congruence, sentence automaton, unambiguous transducer, finite verb chain, lexical tagger, morphemes based analyses, phonological rewrite rules, derivational operators, weighted transductions, syntactic dictionary, subsequential transducer, original transducer, subsequential functions, dotted rule, derivational tree, obligatory replacement, conditional replacement, upper language, determinization algorithm, sequential transducers, nonempty suffix, phonetic conversion, support verb constructions, final transducer
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Université Paris, Atro Voutilainen, International Conference, New York, University of Helsinki, Lecture Notes, Pasi Tapanainen, Kimmo Koskenniemi, Department of General Linguistics, Morgan Kaufmann, Academic Press, John Bear, Marcel Paul, Human Language Technology, Mabry Tyson, Martin Kay, New Jersey, Proceedings of the Conference, Annie Zaenen, Artificial Intelligence, Fred Karlsson, Joint Venture Company, Lauri Karttunen, New Mexico, Roberto Garcia Alvarado
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