Statistical Language Learning - Brossura

Charniak, Eugene

 
9780262531412: Statistical Language Learning
Brossura
ISBN 10: 0262531410 ISBN 13: 9780262531412
Casa editrice: MIT Press, 1996

Sinossi

Eugene Charniak breaks new ground in artificial intelligence research by presenting statistical language processing from an artificial intelligence point of view in a text for researchers and scientists with a traditional computer science background. New, exacting empirical methods are needed to break the deadlock in such areas of artificial intelligence as robotics, knowledge representation, machine learning, machine translation, and natural language processing (NLP). It is time, Charniak observes, to switch paradigms. This text introduces statistical language processing techniques; word tagging, parsing with probabilistic context free grammars, grammar induction, syntactic disambiguation, semantic wordclasses, word-sense disambiguation; along with the underlying mathematics and chapter exercises. Charniak points out that as a method of attacking NLP problems, the statistical approach has several advantages. It is grounded in real text and therefore promises to produce usable results, and it offers an obvious way to approach learning: "one simply gathers statistics."

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

L'autore

Eugene Charniak is Professor and Chairman, Department of Computer Science, Brown University.

Product Description

This text presents statistical language processing from an artificial intelligence point of view intended for researchers and scientists with a traditional computer science background. The book argues that new, exacting empirical methods are needed to break the deadlock in such areas of artificial intelligence as robotics, knowledge representation, machine learning, machine translation, and natural language processing (NLP). It introduces statistical language processing techniques - word tagging, parsing with probabilistic context free grammars, grammar induction, syntactic disambiguation, semantic word classes, word-sense disambiguation - along with the underlying mathematics and chapter exercises. The author points out that as a method of attacking NLP problems, the statistical approach has several advantages. It is grounded in real text and therefore produces usable results.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
MIT Press
Data di pubblicazione
1996
Lingua
Inglese
ISBN 10 
0262531410
ISBN 13 
9780262531412
Rilegatura
Copertina flessibile
Numero di pagine
190
Contatto del produttore
non disponibile
Persona responsabile
Purmerul LTD
https://strengholt.nl/en/

22 Liuleburgaz Str., floor 4, app. 9
Plovdiv
Bulgaria

Altre edizioni note dello stesso titolo

9780262032162: Statistical Language Learning

Edizione in evidenza

ISBN 10:  0262032163 ISBN 13:  9780262032162
Casa editrice: Bradford Books, 1994
Rilegato