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

14th China National Conference, CCL 2015 and Third International Symposium, NLP-NABD 2015, Guangzhou, China, November 13-14, 2015, Proceedings

  • Maosong Sun
  • Zhiyuan Liu
  • Min Zhang
  • Yang Liu

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9427)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 9427)

Table of contents

  1. Front Matter
    Pages I-XVI
  2. Lexical Semantics and Ontologies

    1. Front Matter
      Pages 1-1
    2. Lihua Xue, Guiping Zhang, Qiaoli Zhou, Na Ye
      Pages 26-37
  3. Semantics

    1. Front Matter
      Pages 51-51
    2. Tianshi Li, Baobao Chang
      Pages 66-76
    3. Zhimin Wang, Yuxiang Jia, Pierangelo Lacasella
      Pages 77-88
    4. Zhichang Zhang, Dongren Yao, Yali Pang, Xiaoyong Lu
      Pages 89-100
  4. Sentiment Analysis, Opinion Mining and Text Classification

    1. Front Matter
      Pages 101-101
    2. Xiaodong Zhang, Houfeng Wang, Li Li, Maoxiang Zhao, Quanzhong Li
      Pages 103-115
  5. Machine Translation

    1. Front Matter
      Pages 129-129
    2. Xinpeng Zhou, Hailong Cao, Tiejun Zhao
      Pages 153-163
  6. Multilinguality in NLP

    1. Front Matter
      Pages 165-165

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 14th China National Conference on Computational Linguistics, CCL 2014, and of the Third International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2015, held in Guangzhou, China, in November 2015.

The 34 papers presented were carefully reviewed and selected from 283 submissions. The papers are organized in topical sections on lexical semantics and ontologies; semantics; sentiment analysis, opinion mining and text classification; machine translation; multilinguality in NLP; machine learning methods for NLP; knowledge graph and information extraction; discourse, coreference and pragmatics; information retrieval and question answering; social computing; NLP applications.

 

Keywords

information extraction lexical semantics machine translation social media Web mining chinese word segmentation deceptive spam detection deep neural network domain-oriented emotion recognition knowledge extraction language resources machine learning natural language processing neural network opinion mining semantic knowledge social networks supervised learning topic modeling

Editors and affiliations

  • Maosong Sun
    • 1
  • Zhiyuan Liu
    • 2
  • Min Zhang
    • 3
  • Yang Liu
    • 4
  1. 1.Tsinghua UniversityBeijingChina
  2. 2.Tsinghua UniversityBeijingChina
  3. 3.Soochow UniversitySuzhouChina
  4. 4.Tsinghua UniversityBeijingChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-25816-4
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-25815-7
  • Online ISBN 978-3-319-25816-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book