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Author: Hsuan Chih Chen Publisher: Elsevier ISBN: 0080867448 Category : Language Arts & Disciplines Languages : en Pages : 407
Book Description
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.
Author: Kam-Fai Wong Publisher: Springer Nature ISBN: 3031021339 Category : Computers Languages : en Pages : 148
Book Description
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
Author: Hsuan Chih Chen Publisher: Elsevier ISBN: 0080867448 Category : Language Arts & Disciplines Languages : en Pages : 407
Book Description
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.
Author: Chin-Hui Lee Publisher: World Scientific ISBN: 9812772960 Category : Computers Languages : en Pages : 564
Book Description
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.
Author: Chu-Ren Huang Publisher: Springer Nature ISBN: 3031389131 Category : Language Arts & Disciplines Languages : en Pages : 662
Book Description
Based on the accumulation of research experience and knowledge over the past 30 years, this volume lays out the research issues posed by the construction of various types of Chinese language resources, how they were resolved, and the implication of the solutions for future Chinese language processing research. This volume covers 30 years of development in Chinese language processing, focusing on the impact of conscientious decisions by some leading research groups. It focuses on constructing language resources, which led to thriving research and development of expertise in Chinese language technology today. Contributions from more than 40 leading scholars from various countries explore how Chinese language resources are used in current pioneering NLP research, the future challenges and their implications for computational and theoretical linguistics.
Author: Lu Wang Publisher: Springer Nature ISBN: 3030884805 Category : Computers Languages : en Pages : 861
Book Description
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.
Author: Xiaofei Lu Publisher: Springer ISBN: 9811335702 Category : Education Languages : en Pages : 268
Book Description
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.
Author: C.K. Leong Publisher: Springer Science & Business Media ISBN: 940159161X Category : Psychology Languages : en Pages : 330
Book Description
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.
Author: Kam-Fai Wong Publisher: Morgan & Claypool Publishers ISBN: 1598299328 Category : Computers Languages : en Pages : 159
Book Description
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
Author: Sheng Li Publisher: Springer Nature ISBN: 3030841863 Category : Computers Languages : en Pages : 488
Book Description
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.
Author: Daniel Bikel Publisher: IBM Press ISBN: 0137047819 Category : Business & Economics Languages : en Pages : 829
Book Description
Multilingual Natural Language Processing Applications is the first comprehensive single-source guide to building robust and accurate multilingual NLP systems. Edited by two leading experts, it integrates cutting-edge advances with practical solutions drawn from extensive field experience. Part I introduces the core concepts and theoretical foundations of modern multilingual natural language processing, presenting today’s best practices for understanding word and document structure, analyzing syntax, modeling language, recognizing entailment, and detecting redundancy. Part II thoroughly addresses the practical considerations associated with building real-world applications, including information extraction, machine translation, information retrieval/search, summarization, question answering, distillation, processing pipelines, and more. This book contains important new contributions from leading researchers at IBM, Google, Microsoft, Thomson Reuters, BBN, CMU, University of Edinburgh, University of Washington, University of North Texas, and others. Coverage includes Core NLP problems, and today’s best algorithms for attacking them Processing the diverse morphologies present in the world’s languages Uncovering syntactical structure, parsing semantics, using semantic role labeling, and scoring grammaticality Recognizing inferences, subjectivity, and opinion polarity Managing key algorithmic and design tradeoffs in real-world applications Extracting information via mention detection, coreference resolution, and events Building large-scale systems for machine translation, information retrieval, and summarization Answering complex questions through distillation and other advanced techniques Creating dialog systems that leverage advances in speech recognition, synthesis, and dialog management Constructing common infrastructure for multiple multilingual text processing applications This book will be invaluable for all engineers, software developers, researchers, and graduate students who want to process large quantities of text in multiple languages, in any environment: government, corporate, or academic.
Author: Hsuan Chih Chen
Author: Kam-Fai Wong
Author: Hsuan Chih Chen
Author: Chin-Hui Lee
Author: Chu-Ren Huang
Author: Lu Wang
Author: Xiaofei Lu
Author: C.K. Leong
Author: Kam-Fai Wong
Author: Sheng Li
Author: Daniel Bikel