| Description |
1 online resource (xxiv, 450 pages) : illustrations |
| Series |
Communications in Computer and Information Science, 1865-0929 ; 400 |
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Communications in computer and information science ; 400. 1865-0929
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| Contents |
Fundamentals on Language Computing -- Text Window Denoising Autoencoder: Building Deep Architecture for Chinese Word Segmentation / Ke Wu [and others] -- Language Model for Cyrillic Mongolian to Traditional Mongolian Conversion / Feilong Bao [and others] -- Sentence Compression Based on ILP Decoding Method / Hongling Wang, Yonglei Zhang and Guodong Zhou -- Chinese Negation and Speculation Detection with Conditional Random Fields / Zhancheng Chen [and others] -- Chinese Argument Extraction Based on Trigger Mapping / Yuan Huang, Peifeng Li and Qiaoming Zhu -- Exploring Multiple Chinese Word Segmentation Results Based on Linear Model / Chen Su [and others] -- Applications on Language Computing -- A Unified Framework for Emotional Elements Extraction Based on Finite State Matching Machine / Yunzhi Tan [and others] -- Structure-Based Web Access Method for Ancient Chinese Characters / Xiaoqing Lu [and others] -- Simulated Spoken Dialogue System Based on IOHMM with User History / Changliang Li [and others] -- A Mixed Model for Cross Lingual Opinion Analysis / Lin Gui [and others] |
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Machine Learning for NLP -- Semi-supervised Text Categorization by Considering Sufficiency and Diversity / Shoushan Li [and others] -- Pseudo In-Domain Data Selection from Large-Scale Web Corpus for Spoken Language Translation / Shixiang Lu [and others] -- Discriminative Latent Variable Based Classifier for Translation Error Detection / Jinhua Du, Junbo Guo and Fei Zhao -- Incorporating Entities in News Topic Modeling / Linmei Hu [and others] -- Machine Translation and Multi-Lingual Information Access -- An Efficient Framework to Extract Parallel Units from Comparable Data / Lu Xiang, Yu Zhou and Chengqing Zong -- A Method to Construct Chinese-Japanese Named Entity Translation Equivalents Using Monolingual Corpora / Kuang Ru [and others] -- Collective Corpus Weighting and Phrase Scoring for SMT Using Graph-Based Random Walk / Lei Cui [and others] -- A Simple, Fast Strategy for Weighted Alignment Hypergraph / Zhaopeng Tu [and others] |
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NLP for Social Media and Web Mining -- Research on Building Family Networks Based on Bootstrapping and Coreference Resolution / Jinghang Gu [and others] -- Learning Sentence Representation for Emotion Classification on Microblogs / Duyu Tang [and others] -- Every Term Has Sentiment: Learning from Emoticon Evidences for Chinese Microblog Sentiment Analysis / Fei Jiang [and others] -- Active Learning for Cross-Lingual Sentiment Classification / Shoushan Li [and others] -- Expanding User Features with Social Relationships in Social Recommender Systems / Chengjie Sun [and others] -- Knowledge Acquisition -- A Hybrid Approach for Extending Ontology from Text / Wei He, Shuang Li and Xiaoping Yang -- Linking Entities in Short Texts Based on a Chinese Semantic Knowledge Base / Yi Zeng [and others] -- Entity Linking from Microblogs to Knowledge Base Using ListNet Algorithm / Yan Wang [and others] -- NLP for Search Technology and Ads |
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Automatic Assessment of Information Disclosure Quality in Chinese Annual Reports / Xin Ying Qiu, Shengyi Jiang and Kebin Deng -- A Fast Matching Method Based on Semantic Similarity for Short Texts / Jiaming Xu [and others] -- Query Generation Techniques for Patent Prior-Art Search in Multiple Languages / Dong Zhou, Jianxun Liu and Sanrong Zhang -- Improve Web Search Diversification with Intent Subtopic Mining / Aymeric Damien [and others] -- Understanding Temporal Intent of User Query Based on Time-Based Query Classification / Pengjie Ren [and others] -- Short Papers I: NLP Fundamentals -- Research on Semantic-Based Passive Transformation in Chinese-English Machine Translation / Wenfei Chang, Zhiying Liu and Yaohong Jin -- Research of an Improved Algorithm for Chinese Word Segmentation Dictionary Based on Double-Array Trie Tree / Wenchuan Yang, Jian Liu and Miao Yu -- Study on Tibetan Word Segmentation as Syllable Tagging / Yachao Li and Hongzhi Yu |
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The Spoken/Written Language Classification of English Sentences with Bilingual Information / Kuan Li [and others] -- Short Papers II: NLP Applications -- Design and Implementation of News-Oriented Automatic Summarization System Based on Chinese RSS / Jie Wang, Jie Ma and Yingjun Li -- Grey Relational Analysis for Query Expansion / Junjie Zou [and others] -- A Comprehensive Method for Text Summarization Based on Latent Semantic Analysis / Yingjie Wang and Jun Ma -- Short Papers III: NLP for Social Media (Industrial Paper Included) -- A Time-Sensitive Model for Microblog Retrieval / Cunhui Shi [and others] -- Feature Analysis in Microblog Retrieval Based on Learning to Rank / Zhongyuan Han [and others] -- Opinion Sentence Extraction and Sentiment Analysis for Chinese Microblogs / Hanxiao Shi, Wei Chen and Xiaojun Li -- Research on the Opinion Mining System for Massive Social Media Data / Lijun Zhao [and others] -- Grammatical Phrase-Level Opinion Target Extraction on Chinese Microblog Messages / Haochen Zhang [and others] -- Simple Yet Effective Method for Entity Linking in Microblog-Genre Text / Qingliang Miao [and others] |
| Summary |
This book constitutes the refereed proceedings of the Second CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2013, held in Chongqing, China, during November 2013. The 31 revised full papers presented together with three keynote talks and 13 short papers were carefully reviewed and selected from 203 submissions. The papers are organized in topical sections on fundamentals on language computing; applications on language computing; machine learning for NLP; machine translation and multi-lingual information access; NLP for social media and web mining, knowledge acquisition; NLP for search technology and ads; NLP fundamentals; NLP applications; NLP for social media |
| Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed October 7, 2013) |
| Subject |
Natural language processing (Computer science) -- Congresses
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Chinese language -- Data processing -- Congresses
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Natural language processing (Computer science)
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Natural Language Processing
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Chinese language -- Data processing
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Natural language processing (Computer science)
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Zhou, Guodong, editor
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| ISBN |
9783642416446 |
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3642416446 |
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3642416438 |
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9783642416439 |
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