Natural Language Processing and Chinese Computing

First CCF Conference, NLPCC 2012, Beijing, China, October 31-November 5, 2012. Proceedings

Editors:

ISBN: 978-3-642-34455-8 (Print) 978-3-642-34456-5 (Online)

Table of contents (27 chapters)

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  1. Front Matter

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  2. Applications on Language Computing

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      Pages 1-12

      Personalized Paper Recommendation Based on User Historical Behavior

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      Pages 13-22

      Integration of Text Information and Graphic Composite for PDF Document Analysis

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      Pages 23-33

      Automatic Generation of Chinese Character Based on Human Vision and Prior Knowledge of Calligraphy

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      Pages 34-45

      A Spoken Dialogue System Based on FST and DBN

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      Pages 46-57

      Sentiment Analysis Based on Chinese Thinking Modes

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      Pages 58-68

      Ontology-Based Event Modeling for Semantic Understanding of Chinese News Story

  3. Fundamentals on Language Computing

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      Pages 69-77

      Dependency Forest for Sentiment Analysis

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      Pages 78-84

      Collation of Transliterating Tibetan Characters

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      Pages 85-96

      Topic Structure Identification of PClause Sequence Based on Generalized Topic Theory

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      Pages 97-109

      Chinese Semantic Role Labeling with Dependency-Driven Constituent Parse Tree Structure

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      Pages 110-120

      Contextual-and-Semantic-Information-Based Domain-Adaptive Chinese Word Segmentation

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      Pages 121-131

      Exploration of N-gram Features for the Domain Adaptation of Chinese Word Segmentation

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      Pages 132-142

      Fusion of Long Distance Dependency Features for Chinese Named Entity Recognition Based on Markov Logic Networks

  4. Machine Translation and Multi-lingual Information Access

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      Pages 143-153

      Learning Latent Topic Information for Language Model Adaptation

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      Pages 154-163

      Compact WFSA Based Language Model and Its Application in Statistical Machine Translation

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      Pages 164-175

      A Comparative Study on Discontinuous Phrase Translation

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      Pages 176-187

      Handling Unknown Words in Statistical Machine Translation from a New Perspective

  5. NLP for Search, Ads and Social Networks

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      Pages 188-198

      Dependency Network Based Real-Time Query Expansion

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      Pages 199-212

      Divided Pretreatment to Targets and Intentions for Query Recommendation

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      Pages 213-224

      Exploiting Lexical Semantic Resource for Tree Kernel-Based Chinese Relation Extraction

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