Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech RecognitionFor undergraduate or advanced undergraduate courses in Classical Natural Language Processing, Statistical Natural Language Processing, Speech Recognition, Computational Linguistics, and Human Language Processing.
An explosion of Web-based language techniques, merging of distinct fields, availability of phone-based dialogue systems, and much more make this an exciting time in speech and language processing. The first of its kind to thoroughly cover language technology - at all levels and with all modern technologies - this text takes an empirical approach to the subject, based on applying statistical and other machine-learning algorithms to large corporations. The authors cover areas that traditionally are taught in different courses, to describe a unified vision of speech and language processing. Emphasis is on practical applications and scientific evaluation. An accompanying Website contains teaching materials for instructors, with pointers to language processing resources on the Web. The Second Edition offers a significant amount of new and extended material.
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From inside the book
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... Parser 14.6.2 475 Advanced : Further Details of the Collins Parser . 477 14.8 Advanced : Discriminative Reranking 14.7 Evaluating Parsers . . 14.9 Advanced : Parser - Based Language Modeling . 479 481 482 14.10 Human Parsing . 483 14.11 ...
... parser to allow for lexicalized rules . The resulting family of lexicalized parsers includes the well - known Collins parser ( Collins , 1999 ) and Charniak parser ( Charniak , 1997 ) , both of which are publicly available and widely ...
... parser evaluation. For example, using the PARSEVAL metrics requires that our parser produce trees in the exact same format as the gold standard. That means that if we want to evaluate a parser which produces different styles of parses ...
Other editions - View all
Speech and Language Processing: An Introduction to Natural Language ... Daniel Jurafsky,James H. Martin No preview available - 2009 |