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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... problems. When complete, the tables contain the solution to all the sub-problems needed to solve the problem as a whole. In the case of parsing, such tables store subtrees for each constituent in the input as it is discovered. The ...
... problem also includes anaphora resolution as a sub-problem, in this case, determining that the two uses of it refer to United Airlines and United, respectively. The task of relation detection and classification is to find and classify ...
... problem from the segmentation problem by assigning the segmentation problem to the syntactic parser . The motivation for this choice was men- tioned earlier ; in currently available training materials , temporal expressions are lim ...
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Speech and Language Processing: An Introduction to Natural Language ... Daniel Jurafsky,James H. Martin No preview available - 2009 |