Introduction to Chinese Natural Language Processing
Wong, Kam-Fai
Introduction to Chinese Natural Language Processing by Kam-Fai Wong, Wenjie Li, Ruifeng Xu, Zheng-sheng Zhang - 1st edition 2010 - 1 recurso en línea (X, 148 páginas) - Synthesis Lectures on Human Language Technologies 1947-4059 .
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.
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.
9783031021336
10.1007/978-3-031-02133-6 doi
Proceso en lenguaje natural (Informática)
Lengua china
Lingüística computacional
QA76.9.N38 / 2010 EB
Introduction to Chinese Natural Language Processing by Kam-Fai Wong, Wenjie Li, Ruifeng Xu, Zheng-sheng Zhang - 1st edition 2010 - 1 recurso en línea (X, 148 páginas) - Synthesis Lectures on Human Language Technologies 1947-4059 .
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.
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.
9783031021336
10.1007/978-3-031-02133-6 doi
Proceso en lenguaje natural (Informática)
Lengua china
Lingüística computacional
QA76.9.N38 / 2010 EB