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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... semantics and discourse. Roger Schank and his colleagues and students (in what ... network-based semantics (Quillian, 1968; Norman and Rumelhart, 1975; Schank ... semantic representation, such as the LUNAR question-answering system (Woods ...
... semantic relatedness for word sense disam- biguation. In Proceedings of the ... Networks of Plausible Inference. Morgan Kaufman. Pedersen, T. and Bruce, R. (1997) ... network. In IJCAI-03. Peters, W., Peters, I., and Vossen, P. (1998) ...
... semantic distance, 652 semantic drift in IE, 741 semantic feature, 629 semantic field, 617 semantic grammar, 823 history, 608 semantic network, 572 for word sense disambiguation, 676 semantic networks, 546 origins, 581 semantic processing, ...
Other editions - View all
Speech and Language Processing: An Introduction to Natural Language ... Daniel Jurafsky,James H. Martin No preview available - 2009 |