Introduction to Chinese natural language processing

被引:0
|
作者
Wong K.-F. [1 ]
Li W. [2 ]
Xu R. [3 ]
Zhang Z.-S. [4 ]
机构
[1] Department of Systems Engineering and Engineering Management, Chinese University of Hong Kong (CUHK)
[2] Department of Computing, Hong Kong Polytechnic University
[3] Department of Chinese, Translation, and Linguistics, City University of Hong Kong
[4] Department of Linguistics and Asian/Middle-Eastern Languages, San Diego State University
来源
Synthesis Lectures on Human Language Technologies | 2010年 / 2卷 / 01期
关键词
Chinese processing; Morphological analysis; Natural language processing;
D O I
10.2200/S00211ED1V01Y200909HLT004
中图分类号
学科分类号
摘要
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. © 2010 by Morgan & Claypool. All rights reserved.
引用
收藏
页码:1 / 158
页数:157
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