عنوان

Automatic Ambiguity Resolution in Natural Language Processing :

3540495932

9783540495932

b566369

Automatic Ambiguity Resolution in Natural Language Processing :

[Book]

an Empirical Approach

edited by Alexander Franz.

Berlin, Heidelberg

Springer Berlin Heidelberg

1996

(xx, 164 pages)

Lecture notes in computer science., Lecture notes in artificial intelligence ;, 1171.

Previous work on syntactic ambiguity resolution --; Loglinear models for ambiguity resolution --; Modeling new words --; Part-of-speech ambiguity --; Prepositional phrase attachment disambiguation --; Conclusions.

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.

Artificial intelligence.

Computer science.

Computer simulation.

edited by Alexander Franz.

Alexander Franz

[Book]

Y