
Introduction to Chinese Natural Language Processing
Morgan & Claypool Publishers
Published on 30. November 2009
Book
Paperback/Softback
148 pages
978-1-59829-932-8 (ISBN)
Description
This book introduces Chinese language-processing issues and techniques to readers who already have a basic background in natural language processing (NLP). Since the major difference between Chinese and Western languages is at the word level, the book primarily focuses on Chinese morphological analysis and introduces the concept, structure, and interword semantics of Chinese words.
The following topics are covered: a general introduction to Chinese NLP; Chinese characters, morphemes, and words and the characteristics of Chinese words that have to be considered in NLP applications; Chinese word segmentation; unknown word detection; word meaning and Chinese linguistic resources; interword semantics based on word collocation and NLP techniques for collocation extraction.
The following topics are covered: a general introduction to Chinese NLP; Chinese characters, morphemes, and words and the characteristics of Chinese words that have to be considered in NLP applications; Chinese word segmentation; unknown word detection; word meaning and Chinese linguistic resources; interword semantics based on word collocation and NLP techniques for collocation extraction.
More details
Series
Language
English
Place of publication
San Rafael
United States
Target group
Professional and scholarly
Dimensions
Height: 235 mm
Width: 187 mm
ISBN-13
978-1-59829-932-8 (9781598299328)
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Schweitzer Classification
Content
- Introduction
- Words in Chinese
- Challenges in Chinese Morphological Processing
- Chinese Word Segmentation
- Unknown Word Identification
- Word Meaning
- Chinese Collocations
- Automatic Chinese Collocation Extraction
- Appendix
- References
- Author Biographies
- Words in Chinese
- Challenges in Chinese Morphological Processing
- Chinese Word Segmentation
- Unknown Word Identification
- Word Meaning
- Chinese Collocations
- Automatic Chinese Collocation Extraction
- Appendix
- References
- Author Biographies