Develop a Part-of-Speech Tagger and a Tagger-Maker : Algorithms, Implementations, Results, and APIs
Language: English
Published by LAP LAMBERT Academic Publishing, 2013
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 34.66
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Add to basketItem description from seller
nach der Bestellung gedruckt Neuware - Printed after ordering - This project is aimed to build an efficient, scalable, portable, and trainable part-of-speech tagger. Using 98% of Penn Treebank-3 as the training data, it builds a raw tagger, using Bayes' theorem, a hidden Markov model, and the Viterbi algorithm. After that, a reinforcement machine learning algorithm and contextual transformation rules were applied to increase the tagger's accuracy. The tagger's final accuracy on the testing data is 96.51% and its speed is about 26,000 words per second on a computer with two-gigabyte random access memory and two 3.00 GHz Pentium duo processors. The tagger's portability and trainability are proved by the tagger-maker's success in building a new tagger out of a corpus that is annotated with the tagset different from that of Penn Treebank.
Seller Inventory # 9783659376221
- Title
- Develop a Part-of-Speech Tagger and a Tagger-Maker : Algorithms, Implementations, Results, and APIs
- Author
- Jiayun Han
- Publisher
- LAP LAMBERT Academic Publishing
- Publication year
- 2013
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3659376221
- ISBN 13
- 9783659376221
- Item weight
- 119 grams
- Dimensions
- 220x150x5 mm
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About the Author
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