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Automatic ambiguity resolution in natural language processing

An Empirical Approach

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This is an exciting time for Artificial Intelligence, and for Natural Language Processing in particular. Over the last five years or so, a newly revived spirit has gained prominence that promises to revitalize the whole field: the spirit of empiricism. This book introduces a new approach to the important NLP issue of automatic ambiguity resolution, based on statistical models of text. This approach is compared with previous work and proved to yield higher accuracy for natural language analysis. An effective implementation strategy is also described, which is directly useful for natural language analysis. The book is noteworthy for demonstrating a new empirical approach to NLP; it is essential reading for researchers in natural language processing or computational linguistics.

Nákup knihy

Automatic ambiguity resolution in natural language processing, Alexander Franz

Jazyk
Rok vydání
1996
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Titul
Automatic ambiguity resolution in natural language processing
Podtitul
An Empirical Approach
Jazyk
anglicky
Vydavatel
Springer
Rok vydání
1996
Vazba
měkká
Počet stran
184
ISBN10
3540620044
ISBN13
9783540620044
Série
Anotace
This is an exciting time for Artificial Intelligence, and for Natural Language Processing in particular. Over the last five years or so, a newly revived spirit has gained prominence that promises to revitalize the whole field: the spirit of empiricism. This book introduces a new approach to the important NLP issue of automatic ambiguity resolution, based on statistical models of text. This approach is compared with previous work and proved to yield higher accuracy for natural language analysis. An effective implementation strategy is also described, which is directly useful for natural language analysis. The book is noteworthy for demonstrating a new empirical approach to NLP; it is essential reading for researchers in natural language processing or computational linguistics.