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Natural Language Processing and Chinese Computing

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

  • Conference proceedings
  • © 2012

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Editors:
  1. Ming Zhou

    1. Microsoft Research Asia, Beijing, China

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  2. Guodong Zhou

    1. Soochow University, Suzhou, China

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  3. Dongyan Zhao

    1. Institute of Computer Science & Technology, Peking University, Beijing, China

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  4. Qun Liu

    1. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

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  5. Lei Zou

    1. Institute of Computer Science & Technology, Peking University, Beijing, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 333)

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Conference proceedings info: NLPCC 2012.

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Table of contents (27 papers)

  1. Front Matter

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  2. Applications on Language Computing

    1. Personalized Paper Recommendation Based on User Historical Behavior

      • Yuan Wang, Jie Liu, XingLiang Dong, Tianbi Liu, YaLou Huang
      Pages 1-12

    2. Integration of Text Information and Graphic Composite for PDF Document Analysis

      • Canhui Xu, Zhi Tang, Xin Tao, Cao Shi
      Pages 13-22

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

      • Cao Shi, Jianguo Xiao, Wenhua Jia, Canhui Xu
      Pages 23-33

    4. A Spoken Dialogue System Based on FST and DBN

      • Lichun Fan, Dong Yu, Xingyuan Peng, Shixiang Lu, Bo Xu
      Pages 34-45

    5. Sentiment Analysis Based on Chinese Thinking Modes

      • Liang Yang, Hongfei Lin, Yuan Lin
      Pages 46-57

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

      • Wei Wang, Dongyan Zhao
      Pages 58-68

  3. Fundamentals on Language Computing

    1. Dependency Forest for Sentiment Analysis

      • Zhaopeng Tu, Wenbin Jiang, Qun Liu, Shouxun Lin
      Pages 69-77

    2. Collation of Transliterating Tibetan Characters

      • Heming Huang, Feipeng Da
      Pages 78-84

    3. Topic Structure Identification of PClause Sequence Based on Generalized Topic Theory

      • Yuru Jiang, Rou Song
      Pages 85-96

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

      • Hongling Wang, Bukang Wang, Guodong Zhou
      Pages 97-109

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

      • Jing Zhang, Degen Huang, Deqin Tong
      Pages 110-120

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

      • Zhen Guo, Yujie Zhang, Chen Su, Jinan Xu
      Pages 121-131

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

      • Zejian Wu, Zhengtao Yu, Jianyi Guo, Cunli Mao, Youmin Zhang
      Pages 132-142

  4. Machine Translation and Multi-lingual Information Access

    1. Learning Latent Topic Information for Language Model Adaptation

      • Shixiang Lu, Wei Wei, Xiaoyin Fu, Lichun Fan, Bo Xu
      Pages 143-153

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

      • Xiaoyin Fu, Wei Wei, Shixiang Lu, Dengfeng Ke, Bo Xu
      Pages 154-163

    3. A Comparative Study on Discontinuous Phrase Translation

      • Jiajun Zhang, Chenqqing Zong
      Pages 164-175

    4. Handling Unknown Words in Statistical Machine Translation from a New Perspective

      • Jiajun Zhang, Feifei Zhai, Chengqing Zong
      Pages 176-187

  5. NLP for Search, Ads and Social Networks

    1. Dependency Network Based Real-Time Query Expansion

      • Jiaqi Zou, Xiaojie Wang
      Pages 188-198

    2. Divided Pretreatment to Targets and Intentions for Query Recommendation

      • Yangyang Kang, Yu Hong, Li Yu, Jianmin Yao, Qiaoming Zhu
      Pages 199-212
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Keywords

About this book

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.

Editors and Affiliations

  • Microsoft Research Asia, Beijing, China

    Ming Zhou

  • Soochow University, Suzhou, China

    Guodong Zhou

  • Institute of Computer Science & Technology, Peking University, Beijing, China

    Dongyan Zhao, Lei Zou

  • Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

    Qun Liu

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