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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... corresponding to the Secretariat sentence , one of them corresponding to the correct sequence , in which race is a VB . Each arc in these graphs would be associated with a probability . Note that the two graphs differ only in three arcs ...
... corresponding to the prediction of a word with a particular part-of-speech. SCANNER accomplishes this by creating a new state from the input state with the dot advanced over the predicted input category. Note that unlike CKY, Earley ...
... corresponding English word is , and that the ⇒ ( implies ) operator is only loosely based on any common - sense ... corresponds to what is infor- mally known as if - then reasoning . We can abstractly define modus ponens as follows ...
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Speech and Language Processing: An Introduction to Natural Language ... Daniel Jurafsky,James H. Martin No preview available - 2009 |