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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... documents being used to satisfy user requests. A term refers to a lexical item that occurs in a collection, but it ... documents. The high-level architecture is shown in Fig. 23.2. Document Document DocumentDocument Document ...
... Document. Summarization. Multi-document summarization When we apply summarization techniques to groups of documents rather than to a single document, we call the goal multi-document summarization. Multi-document summarization is ...
... document. Snippets are query- focused summaries of a single document. But since for complex queries we will want to aggregate information from multiple documents, we'll need to summarize multiple documents. Indeed, the simplest way to ...
Other editions - View all
Speech and Language Processing: An Introduction to Natural Language ... Daniel Jurafsky,James H. Martin No preview available - 2009 |