Natural Language Processing and Chinese Computing: First Ccf Conference, Nlpcc 2012, Beijing, China, October 31-november 5, 2012. Proceedings

by Zhou, Ming; Zhou, Guodong; Zhao, Dongyan; Liu, Qun; Zou, Lei

• ISBN13: 9783642344558
• ISBN10: 3642344550
• Format: Paperback
• Copyright: 2012-09-27
• Publisher: Springer Verlag

Summary

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.

Table of Contents

Applications on Language Computing
Personalized Paper Recommendation Based on User Historical Behavior	p. 1
Integration of Text Information and Graphic Composite for PDF Document Analysis	p. 13
Automatic Generation of Chinese Character Based on Human Vision and Prior Knowledge of Calligraphy	p. 23
A Spoken Dialogue System Based on FST and DBN	p. 34
Sentiment Analysis Based on Chinese Thinking Modes	p. 46
Ontology-Based Event Modeling for Semantic Understanding of Chinese News Story	p. 58
Fundamentals on Language Computing
Dependency Forest for Sentiment Analysis	p. 69
Collation of Transliterating Tibetan Characters	p. 78
Topic Structure Identification of PClause Sequence Based on Generalized Topic Theory	p. 85
Chinese Semantic Role Labeling with Dependency-Driven Constituent Parse Tree Structure	p. 97
Contextual-and-Semantic-Information-Based Domain-Adaptive Chinese Word Segmentation	p. 110
Exploration of N-gram Features for the Domain Adaptation of Chinese Word Segmentation	p. 121
Fusion of Long Distance Dependency Features for Chinese Named Entity Recognition Based on Markov Logic Networks	p. 132
Machine Translation and Multi-lingual Information Access
Learning Latent Topic Information for Language Model Adaptation	p. 143
Compact WFSA Based Language Model and Its Application in Statistical Machine Translation	p. 154
A Comparative Study on Discontinuous Phrase Translation	p. 164
Handling Unknown Words in Statistical Machine Translation from a New Perspective	p. 176
NLP for Search, Ads and Social Networks
Dependency Network Based Real-Time Query Expansion	p. 188
Divided Pretreatment to Targets and Intentions for Query Recommendation	p. 199
Exploiting Lexical Semantic Resource for Tree Kernel-Based Chinese Relation Extraction	p. 213
Research on Tree Kernel-Based Personal Relation Extraction	p. 225
Adaptive Topic Tracking Based on Dirichlet Process Mixture Model	p. 237
Question Answering and Web Mining
Answer Generating Methods for Community Question and Answering Portals	p. 249
Summarizing Definition from Wikipedia Articles	p. 260
Chinese Named Entity Recognition and Disambiguation Based on Wikipedia	p. 272
The Recommendation Click Graph: Properties and Applications	p. 284
A Linked Data Generation Method for Academic Conference Websites	p. 296
Author Index	p. 309
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