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Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data

12th China National Conference, CCL 2013 and First International Symposium, NLP-NABD 2013, Suzhou, China, October 10-12, 2013, Proceedings

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Conference proceedings info: NLP-NABD 2013, CCL 2013.

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Table of contents (32 papers)

  1. Front Matter

  2. Word Segmentation

    1. Improving Chinese Word Segmentation Using Partially Annotated Sentences

      • Kaixu Zhang, Jinsong Su, Changle Zhou
      Pages 1-12
    2. Chinese Natural Chunk Research Based on Natural Annotations in Massive Scale Corpora

      • Zhi-e Huang, En-dong Xun, Gao-qi Rao, Dong Yu
      Pages 13-24
    3. Chinese Word Segmentation with Character Abstraction

      • Le Tian, Xipeng Qiu, Xuanjing Huang
      Pages 36-43
    4. A Refined HDP-Based Model for Unsupervised Chinese Word Segmentation

      • Wenzhe Pei, Dongxu Han, Baobao Chang
      Pages 44-51
    5. Enhancing Chinese Word Segmentation with Character Clustering

      • Yijia Liu, Wanxiang Che, Ting Liu
      Pages 52-60
  3. Open-Domain Q&A

    1. Interactive Question Answering Based on FAQ

      • Song Liu, Yi-Xin Zhong, Fu-Ji Ren
      Pages 73-84
  4. Discourse, Coreference and Pragmatics

    1. Document Oriented Gap Filling of Definite Null Instantiation in FrameNet

      • Ning Wang, Ru Li, Zhangzhang Lei, Zhiqiang Wang, Jingpan Jin
      Pages 85-96
    2. Interesting Linguistic Features in Coreference Annotation of an Inflectional Language

      • Maciej Ogrodniczuk, Katarzyna Głowińska, Mateusz Kopeć, Agata Savary, Magdalena Zawisławska
      Pages 97-108
  5. Statistical and Machine Learning Methods in NLP

    1. Semi-supervised Learning with Transfer Learning

      • Huiwei Zhou, Yan Zhang, Degen Huang, Lishuang Li
      Pages 109-119
    2. Online Distributed Passive-Aggressive Algorithm for Structured Learning

      • Jiayi Zhao, Xipeng Qiu, Zhao Liu, Xuanjing Huang
      Pages 120-130
    3. Power Law for Text Categorization

      • Wuying Liu, Lin Wang, Mianzhu Yi
      Pages 131-143
  6. Text Mining, Open-Domain Information Extraction and Machine Reading of the Web

    1. Learning to Extract Attribute Values from a Search Engine with Few Examples

      • Xingxing Zhang, Tao Ge, Zhifang Sui
      Pages 154-165
    2. User-Characteristics Topic Model

      • Wenfeng Li, Xiaojie Wang, Shaowei Jiang
      Pages 166-178
    3. Mining User Preferences for Recommendation: A Competition Perspective

      • Shaowei Jiang, Xiaojie Wang, Caixia Yuan, Wenfeng Li
      Pages 179-189
  7. Sentiment Analysis, Opinion Mining and Text Classification

    1. Role of Emoticons in Sentence-Level Sentiment Classification

      • Martin Min, Tanya Lee, Ray Hsu
      Pages 203-213

Other Volumes

  1. Chinese Computational Linguistics Natural Language Processing Based on Naturally Annotated Big Data

    12th China National Conference, CCL 2013 First International Symposium, NLP-NABD 2013, Suzhou, China, October 10-12, 2013. Proceedings

About this book

This book constitutes the refereed proceedings of the 12th China National Conference on Computational Linguistics, CCL 2013, and of the First International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2013, held in Suzhou, China, in October 2013.
The 32 papers presented were carefully reviewed and selected from 252 submissions. The papers are organized in topical sections on word segmentation; open-domain question answering; discourse, coreference and pragmatics; statistical and machine learning methods in NLP; semantics; text mining, open-domain information extraction and machine reading of the Web; sentiment analysis, opinion mining and text classification; lexical semantics and ontologies; language resources and annotation; machine translation; speech recognition and synthesis; tagging and chunking; and large-scale knowledge acquisition and reasoning.

Keywords

  • chinese word segmentation
  • information retrieval
  • machine translation
  • natural language understanding
  • text mining

Editors and Affiliations

  • Department of Computer Science and Technology, Tsinghua University, Beijing, China

    Maosong Sun

  • Horizon Doctoral Training Centre, School of Computer Science, University of Nottingham, Nottingham, UK

    Min Zhang

  • Google Inc., Mountain View, USA

    Dekang Lin

  • Baidu Inc., Beijing, China

    Haifeng Wang

Bibliographic Information

  • Book Title: Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data

  • Book Subtitle: 12th China National Conference, CCL 2013 and First International Symposium, NLP-NABD 2013, Suzhou, China, October 10-12, 2013, Proceedings

  • Editors: Maosong Sun, Min Zhang, Dekang Lin, Haifeng Wang

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-642-41491-6

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2013

  • Softcover ISBN: 978-3-642-41490-9

  • eBook ISBN: 978-3-642-41491-6

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XIV, 354

  • Number of Illustrations: 87 b/w illustrations

  • Topics: Natural Language Processing (NLP), Artificial Intelligence, Computer Communication Networks

Buying options

eBook USD 49.99
Price excludes VAT (USA)
  • ISBN: 978-3-642-41491-6
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 64.99
Price excludes VAT (USA)