Introduction to Chinese Natural Language Processing (Paperback)
暫譯: 中文自然語言處理入門 (平裝本)
Kam-Fai Wong, Wenji Li, Ruifeng Xu, Zheng-sheng Zhang
- 出版商: Morgan & Claypool
- 出版日期: 2009-10-26
- 售價: $1,500
- 貴賓價: 9.5 折 $1,425
- 語言: 英文
- 頁數: 158
- 裝訂: Paperback
- ISBN: 1598299328
- ISBN-13: 9781598299328
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相關分類:
Natural Language Processing
海外代購書籍(需單獨結帳)
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商品描述
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
商品描述(中文翻譯)
本書向已具備自然語言處理(NLP)基礎知識的讀者介紹中文語言處理的問題和技術。由於中文與西方語言之間的主要差異在於詞彙層面,因此本書主要集中於中文的形態分析,並介紹中文詞彙的概念、結構及詞與詞之間的語義。涵蓋的主題包括:中文NLP的概述;中文字符、語素和詞彙,以及在NLP應用中必須考慮的中文詞彙特徵;中文詞彙切分;未知詞識別;詞義及中文語言資源;基於詞語搭配的詞間語義及搭配提取的NLP技術。目錄:導言 / 中文詞彙 / 中文形態處理的挑戰 / 中文詞彙切分 / 未知詞識別 / 詞義 / 中文搭配 / 自動中文搭配提取 / 附錄 / 參考文獻 / 作者簡介
