Introduction to Chinese Natural Language Processing

Introduction to Chinese Natural Language Processing

Author: Kam-Fai Wong

Publisher: Springer Nature

Published: 2022-06-01

Total Pages: 148

ISBN-13: 3031021339

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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


Advances in Chinese Spoken Language Processing

Advances in Chinese Spoken Language Processing

Author: Chin-Hui Lee

Publisher: World Scientific

Published: 2007

Total Pages: 564

ISBN-13: 9812772960

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After decades of research activity, Chinese spoken language processing (CSLP) has advanced considerably both in practical technology and theoretical discovery. In this book, the editors provide both an introduction to the field as well as unique research problems with their solutions in various areas of CSLP. The contributions represent pioneering efforts ranging from CSLP principles to technologies and applications, with each chapter encapsulating a single problem and its solutions.A commemorative volume for the 10th anniversary of the international symposium on CSLP in Singapore, this is a valuable reference for established researchers and an excellent introduction for those interested in the area of CSLP.


Language Processing in Chinese

Language Processing in Chinese

Author: Hsuan Chih Chen

Publisher: Elsevier

Published: 1992-05-25

Total Pages: 407

ISBN-13: 0080867448

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The aim of this book is to integrate the most recent research in the cognitive aspects of the Chinese language into a single academic reference for those interested in language processing and related fields. Chinese is perhaps the most widely used language in the world. In addition to its popularity, many specific features make it unique in relation to many Indo-European languages. Chinese words generally do not have inflections indicating grammatical attributes such as number, gender and case for nouns, or tense and aspect for verbs. Chinese words have no inherently marked lexical categories. Unlike the alphabetic symbols common to Indo-European languages, the Chinese writing system is logographic in nature. Chinese script/speech relationship is highly opaque, with the Chinese characters representing lexical morphemes in contrast to alphabetic symbols which represent phonemes. This volume presents research findings indispensable to the general understanding of human language processing about how people process the Chinese language.


Cognitive Processing of the Chinese and the Japanese Languages

Cognitive Processing of the Chinese and the Japanese Languages

Author: C.K. Leong

Publisher: Springer Science & Business Media

Published: 2013-03-09

Total Pages: 330

ISBN-13: 940159161X

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The area of cognitive processing of Chinese and Japanese is currently attracting a great deal of attention by leading cognitive psychologists. They aim to find out the similarities and differences in processing the morphosyllabic Chinese and Japanese syllabary as compared with alphabetic language systems. Topics under the processing of Chinese include: the use of phonological codes in visual identification of Chinese words, the constraint on such phonological activation, recognition of Chinese homophones, Chinese sentence comprehension and children's errors in writing Chinese characters. Topics under the processing of Japanese include: the automatic recognition of kanji within an interactive-activation framework, On-reading and Kun-reading of kanji characters, processing differences between hiragana and kanji, the effect of polysemy on katakana script, and the writing behavior of Japanese and non-Japanese speakers. The interactive-activation model provides the phonologic-orthographic links in processing both language systems. The present volume should add greatly to our understanding of this topic. Many of the contributors are internationally known for their experimental psychological work.


Natural Language Processing and Chinese Computing

Natural Language Processing and Chinese Computing

Author: Lu Wang

Publisher: Springer Nature

Published: 2021-10-11

Total Pages: 861

ISBN-13: 3030884805

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This two-volume set of LNAI 13028 and LNAI 13029 constitutes the refereed proceedings of the 10th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2021, held in Qingdao, China, in October 2021. The 66 full papers, 23 poster papers, and 27 workshop papers presented were carefully reviewed and selected from 446 submissions. They are organized in the following areas: Fundamentals of NLP; Machine Translation and Multilinguality; Machine Learning for NLP; Information Extraction and Knowledge Graph; Summarization and Generation; Question Answering; Dialogue Systems; Social Media and Sentiment Analysis; NLP Applications and Text Mining; and Multimodality and Explainability.


Computational and Corpus Approaches to Chinese Language Learning

Computational and Corpus Approaches to Chinese Language Learning

Author: Xiaofei Lu

Publisher: Springer

Published: 2019-02-06

Total Pages: 268

ISBN-13: 9811335702

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This book presents a collection of original research articles that showcase the state of the art of research in corpus and computational linguistic approaches to Chinese language teaching, learning and assessment. It offers a comprehensive set of corpus resources and natural language processing tools that are useful for teaching, learning and assessing Chinese as a second or foreign language; methods for implementing such resources and techniques in Chinese pedagogy and assessment; as well as research findings on the effectiveness of using such resources and techniques in various aspects of Chinese pedagogy and assessment.


Natural Language Processing

Natural Language Processing

Author: Yue Zhang

Publisher: Cambridge University Press

Published: 2021-01-07

Total Pages: 487

ISBN-13: 1108420214

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This undergraduate textbook introduces essential machine learning concepts in NLP in a unified and gentle mathematical framework.


Chinese Computational Linguistics

Chinese Computational Linguistics

Author: Sheng Li

Publisher: Springer Nature

Published: 2021-08-07

Total Pages: 488

ISBN-13: 3030841863

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This book constitutes the proceedings of the 20th China National Conference on Computational Linguistics, CCL 2021, held in Hohhot, China, in August 2021. The 31 full presented in this volume were carefully reviewed and selected from 90 submissions. The conference papers covers the following topics such as Machine Translation and Multilingual Information Processing, Minority Language Information Processing, Social Computing and Sentiment Analysis, Text Generation and Summarization, Information Retrieval, Dialogue and Question Answering, Linguistics and Cognitive Science, Language Resource and Evaluation, Knowledge Graph and Information Extraction, and NLP Applications.


The Chinese Typewriter

The Chinese Typewriter

Author: Thomas S. Mullaney

Publisher: MIT Press

Published: 2018-10-09

Total Pages: 501

ISBN-13: 0262536102

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How Chinese characters triumphed over the QWERTY keyboard and laid the foundation for China's information technology successes today. Chinese writing is character based, the one major world script that is neither alphabetic nor syllabic. Through the years, the Chinese written language encountered presumed alphabetic universalism in the form of Morse Code, Braille, stenography, Linotype, punch cards, word processing, and other systems developed with the Latin alphabet in mind. This book is about those encounters—in particular thousands of Chinese characters versus the typewriter and its QWERTY keyboard. Thomas Mullaney describes a fascinating series of experiments, prototypes, failures, and successes in the century-long quest for a workable Chinese typewriter. The earliest Chinese typewriters, Mullaney tells us, were figments of popular imagination, sensational accounts of twelve-foot keyboards with 5,000 keys. One of the first Chinese typewriters actually constructed was invented by a Christian missionary, who organized characters by common usage (but promoted the less-common characters for “Jesus" to the common usage level). Later came typewriters manufactured for use in Chinese offices, and typewriting schools that turned out trained “typewriter girls” and “typewriter boys.” Still later was the “Double Pigeon” typewriter produced by the Shanghai Calculator and Typewriter Factory, the typewriter of choice under Mao. Clerks and secretaries in this era experimented with alternative ways of organizing characters on their tray beds, inventing an input method that was the first instance of “predictive text.” Today, after more than a century of resistance against the alphabetic, not only have Chinese characters prevailed, they form the linguistic substrate of the vibrant world of Chinese information technology. The Chinese Typewriter, not just an “object history” but grappling with broad questions of technological change and global communication, shows how this happened. A Study of the Weatherhead East Asian Institute Columbia University


Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data

Author: Maosong Sun

Publisher: Springer

Published: 2014-09-24

Total Pages: 0

ISBN-13: 9783319122762

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This book constitutes the refereed proceedings of the 13th China National Conference on Computational Linguistics, CCL 2014, and of the First International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2014, held in Wuhan, China, in October 2014. The 27 papers presented were carefully reviewed and selected from 233 submissions. The papers are organized in topical sections on word segmentation; syntactic analysis and parsing the Web; semantics; discourse, coreference and pragmatics; textual entailment; language resources and annotation; sentiment analysis, opinion mining and text classification; large‐scale knowledge acquisition and reasoning; text mining, open IE and machine reading of the Web; machine translation; multilinguality in NLP; underresourced languages processing; NLP applications.