Ebook: Natural Language Processing and Chinese Computing: First CCF Conference, NLPCC 2012, Beijing, China, October 31-November 5, 2012. Proceedings

This book constitutes the refereed proceedings of the First CCF Conference, NLPCC 2012, held in Beijing, China, during October/November, 2012. The 43 revised full papers presented were carefully reviewed and selected from 151 submissions. The papers are organized in topical sections on applications on language computing; fundamentals on language computing; machine translation and multi-lingual information access; NLP for search, ads and social networks; question answering and Web mining.

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This book constitutes the refereed proceedings of the First CCF Conference, NLPCC 2012, held in Beijing, China, during October/November, 2012. The 43 revised full papers presented were carefully reviewed and selected from 151 submissions. The papers are organized in topical sections on applications on language computing; fundamentals on language computing; machine translation and multi-lingual information access; NLP for search, ads and social networks; question answering and Web mining.

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This book constitutes the refereed proceedings of the First CCF Conference, NLPCC 2012, held in Beijing, China, during October/November, 2012. The 43 revised full papers presented were carefully reviewed and selected from 151 submissions. The papers are organized in topical sections on applications on language computing; fundamentals on language computing; machine translation and multi-lingual information access; NLP for search, ads and social networks; question answering and Web mining.
Content:
Front Matter....Pages -
Personalized Paper Recommendation Based on User Historical Behavior....Pages 1-12
Integration of Text Information and Graphic Composite for PDF Document Analysis....Pages 13-22
Automatic Generation of Chinese Character Based on Human Vision and Prior Knowledge of Calligraphy....Pages 23-33
A Spoken Dialogue System Based on FST and DBN....Pages 34-45
Sentiment Analysis Based on Chinese Thinking Modes....Pages 46-57
Ontology-Based Event Modeling for Semantic Understanding of Chinese News Story....Pages 58-68
Dependency Forest for Sentiment Analysis....Pages 69-77
Collation of Transliterating Tibetan Characters....Pages 78-84
Topic Structure Identification of PClause Sequence Based on Generalized Topic Theory....Pages 85-96
Chinese Semantic Role Labeling with Dependency-Driven Constituent Parse Tree Structure....Pages 97-109
Contextual-and-Semantic-Information-Based Domain-Adaptive Chinese Word Segmentation....Pages 110-120
Exploration of N-gram Features for the Domain Adaptation of Chinese Word Segmentation....Pages 121-131
Fusion of Long Distance Dependency Features for Chinese Named Entity Recognition Based on Markov Logic Networks....Pages 132-142
Learning Latent Topic Information for Language Model Adaptation....Pages 143-153
Compact WFSA Based Language Model and Its Application in Statistical Machine Translation....Pages 154-163
A Comparative Study on Discontinuous Phrase Translation....Pages 164-175
Handling Unknown Words in Statistical Machine Translation from a New Perspective....Pages 176-187
Dependency Network Based Real-Time Query Expansion....Pages 188-198
Divided Pretreatment to Targets and Intentions for Query Recommendation....Pages 199-212
Exploiting Lexical Semantic Resource for Tree Kernel-Based Chinese Relation Extraction....Pages 213-224
Research on Tree Kernel-Based Personal Relation Extraction....Pages 225-236
Adaptive Topic Tracking Based on Dirichlet Process Mixture Model....Pages 237-248
Answer Generating Methods for Community Question and Answering Portals....Pages 249-259
Summarizing Definition from Wikipedia Articles....Pages 260-271
Chinese Named Entity Recognition and Disambiguation Based on Wikipedia....Pages 272-283
The Recommendation Click Graph: Properties and Applications....Pages 284-295
A Linked Data Generation Method for Academic Conference Websites....Pages 296-307
Back Matter....Pages -

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This book constitutes the refereed proceedings of the First CCF Conference, NLPCC 2012, held in Beijing, China, during October/November, 2012. The 43 revised full papers presented were carefully reviewed and selected from 151 submissions. The papers are organized in topical sections on applications on language computing; fundamentals on language computing; machine translation and multi-lingual information access; NLP for search, ads and social networks; question answering and Web mining.
Content:
Front Matter....Pages -
Personalized Paper Recommendation Based on User Historical Behavior....Pages 1-12
Integration of Text Information and Graphic Composite for PDF Document Analysis....Pages 13-22
Automatic Generation of Chinese Character Based on Human Vision and Prior Knowledge of Calligraphy....Pages 23-33
A Spoken Dialogue System Based on FST and DBN....Pages 34-45
Sentiment Analysis Based on Chinese Thinking Modes....Pages 46-57
Ontology-Based Event Modeling for Semantic Understanding of Chinese News Story....Pages 58-68
Dependency Forest for Sentiment Analysis....Pages 69-77
Collation of Transliterating Tibetan Characters....Pages 78-84
Topic Structure Identification of PClause Sequence Based on Generalized Topic Theory....Pages 85-96
Chinese Semantic Role Labeling with Dependency-Driven Constituent Parse Tree Structure....Pages 97-109
Contextual-and-Semantic-Information-Based Domain-Adaptive Chinese Word Segmentation....Pages 110-120
Exploration of N-gram Features for the Domain Adaptation of Chinese Word Segmentation....Pages 121-131
Fusion of Long Distance Dependency Features for Chinese Named Entity Recognition Based on Markov Logic Networks....Pages 132-142
Learning Latent Topic Information for Language Model Adaptation....Pages 143-153
Compact WFSA Based Language Model and Its Application in Statistical Machine Translation....Pages 154-163
A Comparative Study on Discontinuous Phrase Translation....Pages 164-175
Handling Unknown Words in Statistical Machine Translation from a New Perspective....Pages 176-187
Dependency Network Based Real-Time Query Expansion....Pages 188-198
Divided Pretreatment to Targets and Intentions for Query Recommendation....Pages 199-212
Exploiting Lexical Semantic Resource for Tree Kernel-Based Chinese Relation Extraction....Pages 213-224
Research on Tree Kernel-Based Personal Relation Extraction....Pages 225-236
Adaptive Topic Tracking Based on Dirichlet Process Mixture Model....Pages 237-248
Answer Generating Methods for Community Question and Answering Portals....Pages 249-259
Summarizing Definition from Wikipedia Articles....Pages 260-271
Chinese Named Entity Recognition and Disambiguation Based on Wikipedia....Pages 272-283
The Recommendation Click Graph: Properties and Applications....Pages 284-295
A Linked Data Generation Method for Academic Conference Websites....Pages 296-307
Back Matter....Pages -
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