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Book Cover
E-RESOURCE
Author CCL (Conference) (12th : 2013 : Suzhou Shi, Jiangsu Sheng, China)

Title Chinese computational linguistics and natural language processing based on naturally annotated big data : 12th China National Conference, CCL 2013 and First International Symposium, NLP-NABD 2013, Suzhou, China, October 10-12, 2013. Proceedings / Maosong Sun, Min Zhang, Dekang Lin, Haifeng Wang (eds.).

Published Heidelberg : Springer, [2013]
©2013

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 UniM INTERNET resource    AVAILABLE
Physical description 1 online resource (xiv, 354 pages) : illustrations (some color).
Series Lecture Notes in Computer Science, 0302-9743 ; 8202
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science ; 8202. 0302-9743
LNCS sublibrary. SL 7, Artificial intelligence.
Lecture notes in computer science. Lecture notes in artificial intelligence.
Springer Lecture Notes in Computer Science
Contents Word Segmentation -- Improving Chinese Word Segmentation Using Partially Annotated Sentences / Kaixu Zhang, Jinsong Su and Changle Zhou -- Chinese Natural Chunk Research Based on Natural Annotations in Massive Scale Corpora / Zhi-e Huang [and others] -- A Kalman Filter Based Human-Computer Interactive Word Segmentation System for Ancient Chinese Texts / Tongfei Chen [and others] -- Chinese Word Segmentation with Character Abstraction / Le Tian, Xipeng Qiu and Xuanjing Huang -- A Refined HDP-Based Model for Unsupervised Chinese Word Segmentation / Wenzhe Pei, Dongxu Han and Baobao Chang -- Enhancing Chinese Word Segmentation with Character Clustering / Yijia Liu, Wanxiang Che and Ting Liu -- Integrating Multi-source Bilingual Information for Chinese Word Segmentation in Statistical Machine Translation / Wei Chen [and others] -- Open-Domain Q & A -- Interactive Question Answering Based on FAQ / Song Liu, Yi-Xin Zhong and Fu-Ji Ren.
Discourse, Coreference and Pragmatics -- Document Oriented Gap Filling of Definite Null Instantiation in FrameNet / Ning Wang [and others] -- Interesting Linguistic Features in Coreference Annotation of an Inflectional Language / Maciej Ogrodniczuk [and others] -- Statistical and Machine Learning Methods in NLP -- Semi-supervised Learning with Transfer Learning / Huiwei Zhou [and others] -- Online Distributed Passive-Aggressive Algorithm for Structured Learning / Jiayi Zhao [and others] -- Power Law for Text Categorization / Wuying Liu, Lin Wang and Mianzhu Yi -- Semantics -- Natural Language Understanding for Grading Essay Questions in Persian Language / Iman Mokhtari-Fard -- Text Mining, Open-Domain Information Extraction and Machine Reading of the Web -- Learning to Extract Attribute Values from a Search Engine with Few Examples / Xingxing Zhang, Tao Ge and Zhifang Sui -- User-Characteristics Topic Model / Wenfeng Li, Xiaojie Wang and Shaowei Jiang -- Mining User Preferences for Recommendation: A Competition Perspective / Shaowei Jiang [and others].
Sentiment Analysis, Opinion Mining and Text Classification -- A Classification-Based Approach for Implicit Feature Identification / Lingwei Zeng and Fang Li -- Role of Emoticons in Sentence-Level Sentiment Classification / Martin Min, Tanya Lee and Ray Hsu -- Emotional McGurk Effect? A Cross-Cultural Investigation on Emotion Expression under Vocal and Facial Conflict / Aijun Li [and others] -- Pests Hidden in Your Fans: An Effective Approach for Opinion Leader Discovery / Binyang Li [and others] -- Lexical semantics and Ontologies -- Exploiting Lexicalized Statistical Patterns in Chinese Linguistic Analysis / Yu Zhao and Maosong Sun -- Language Resources and Annotation -- Development of Traditional Mongolian Dependency Treebank / Xiangdong Su, Guanglai Gao and Xueliang Yan -- Chinese Sentence Compression: Corpus and Evaluation / Chunliang Zhang [and others].
Machine Translation -- Graphic Language Model for Agglutinative Languages: Uyghur as Study Case / Miliwan Xuehelaiti [and others] -- iCPE: A Hybrid Data Selection Model for SMT Domain Adaptation / Longyue Wang [and others] -- Multi-classifier Combination for Translation Error Detection / Jinhua Du [and others] -- Speech Recognition and Synthesis -- Automatic Discrimination of Pronunciations of Chinese Retroflex and Dental Affricates / Akemi Hoshino and Akio Yasuda -- A New Word Language Model Evaluation Metric for Character Based Languages / Peilu Wang [and others] -- Tagging and Chunking -- Bidirectional Sequence Labeling via Dual Decomposition / Zhiguo Wang, Chengqing Zong and Nianwen Xue -- Semantic Analysis of Chinese Prepositional Phrases for Patent Machine Translation / Renfen Hu, Yun Zhu and Yaohong Jin -- Large-scale Knowledge Acquisition and Reasoning -- Massive Scientific Paper Mining: Modeling, Design and Implementation / Yang Zhou, Shufan Ji and Ke Xu.
Notes International conference proceedings.
Bibliography Includes bibliographical references and author index.
Summary This book constitutes the refereed proceedings of the 12th China National Conference on Computational Linguistics, CCL 2013, and of the First International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2013, held in Suzhou, China, in October 2013. The 32 papers presented were carefully reviewed and selected from 252 submissions. The papers are organized in topical sections on word segmentation; open-domain question answering; discourse, coreference and pragmatics; statistical and machine learning methods in NLP; semantics; text mining, open-domain information extraction and machine reading of the Web; sentiment analysis, opinion mining and text classification; lexical semantics and ontologies; language resources and annotation; machine translation; speech recognition and synthesis; tagging and chunking; and large-scale knowledge acquisition and reasoning.
Other author Sun, Maosong, editor.
SpringerLink issuing body.
NLP-NABD (Symposium) (1st : 2013 : Suzhou Shi, Jiangsu Sheng, China)
Subject Chinese language -- Congresses.
Natural language processing (Computer science) -- Congresses.
Computational linguistics -- Congresses.
Big data -- Congresses.
Electronic books.
Conference papers and proceedings.
Electronic books.
Variant Title CCL 2013
NLP-NABD 2013
ISBN 9783642414916
3642414915
9783642414909
Standard Number 10.1007/978-3-642-41491-6