Introduction To Chinese Natural Language Processing

Introduction To Chinese Natural Language Processing

by Kam-Fai Wong, Wenjie (Maggie) Li, Ruifeng Xu
     
 
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

Overview

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.

Table of Contents: 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

Product Details

ISBN-13:
9781598299328
Publisher:
Morgan and Claypool Publishers
Publication date:
10/26/2009
Series:
Synthesis Lectures on Human Language Technologies Series
Pages:
160
Product dimensions:
7.50(w) x 9.25(h) x 0.34(d)

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