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  Finite-state Language Processing (Language, Speech, & Communication) (Hardback) Edited by Emmanuel Roche, Edited by Yves Schabes

  

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  Short Description for Finite-state Language ProcessingDescribes the fundamental properties of finite-state devices and illustrates their uses. The topics in the text range from the theoretical to the applied, and include finite-state morphology, approximation of phrase-structure grammars and speech recognition using weighted finite automata.
  Full description

  • Publisher: MIT Press
  • Published: 05 August 1997
  • Format: Hardback 482 pages
  • See: Full bibliographic data
  • Categories: Linguistics | Computing: General | Programming & Scripting Languages: General | Natural Language & Machine Translation | Audio Processing
  • ISBN 13: 9780262181822 ISBN 10: 0262181827

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Full description for Finite-state Language Processing

• 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