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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... problem-solving as search is basic to Artificial Intelligence (AI); more details on search can be found in any AI textbook such as Russell and Norvig (2002). Exercises. 2.1 Write regular expressions for the following languages. You may ...
... problems that afflict standard bottom-up or top-down parsers. Luckily, a single class of algorithms can solve these problems. Dynamic programming once again provides a framework for solving this problem, just as it helped us with the ...
... problem solving using spoken language systems (SLS): Fac- tors affecting performance and user satisfaction. In Proceed- ings DARPA Speech and Natural Language Workshop, Harri- man, NY, pp. 49–54. Siddharthan, A., Nenkova, A., and ...
Other editions - View all
Speech and Language Processing: An Introduction to Natural Language ... Daniel Jurafsky,James H. Martin No preview available - 2009 |