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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... role Agent Theme Thematic Role AGENT EXPERIENCER FORCE THEME RESULT CONTENT INSTRUMENT BENEFICIARY SOURCE GOAL Figure 19.5 Definition The volitional causer of an event The experiencer of an event The non-volitional causer of the event ...
... roles are a model of semantic roles based on a single finite list of roles . Other semantic role models include per - verb semantic role lists and proto- agent / proto - patient , both of which are implemented in PropBank , and per- frame ...
... role - labeling systems often extract many other features , such as named entity tags ( it is useful to know if a constituent is a LOCATION or PERSON , for example ) , more complex versions of the path features ( the upward or downward ...
Other editions - View all
Speech and Language Processing: An Introduction to Natural Language ... Daniel Jurafsky,James H. Martin No preview available - 2009 |