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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... Resolution 695 21.4 Reference Phenomena 698 21.4.1 Five Types of Referring Expressions 21.4.2 Information Status 698 700 21.5 21.6 ... Resolution 709 21.7 Coreference Resolution 710 21.8 Evaluation of Coreference Resolution . xviii Contents.
... resolution can be viewed as a subtask of coreference resolution.2 In the next section we introduce different kinds of reference phenomena. We then give various algorithms for reference resolution. Pronominal anaphora has received a lot ...
... resolve a pronoun to a low salience referent . For instance , in ( 21.67 ) , ( 21.67 ) Bob opened up a new dealership last ... resolution , we present a simple , supervised machine learning approach , in which we train a log - linear ...
Other editions - View all
Speech and Language Processing: An Introduction to Natural Language ... Daniel Jurafsky,James H. Martin No preview available - 2009 |