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

16th China National Conference, CCL 2017, and 5th International Symposium, NLP-NABD 2017, Nanjing, China, October 13-15, 2017, Proceedings

Editors:

Conference proceedings info: CCL 2017, NLP-NABD 2017.

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Table of contents (39 papers)

  1. Knowledge Graph and Information Extraction

    1. Multichannel LSTM-CRF for Named Entity Recognition in Chinese Social Media

      • Chuanhai Dong, Huijia Wu, Jiajun Zhang, Chengqing Zong
      Pages 197-208
  2. Language Resource and Evaluation

    1. Front Matter

      Pages 209-209
    2. Generating Chinese Classical Poems with RNN Encoder-Decoder

      • Xiaoyuan Yi, Ruoyu Li, Maosong Sun
      Pages 211-223
    3. Collaborative Recognition and Recovery of the Chinese Intercept Abbreviation

      • Jinshuo Liu, Yusen Chen, Juan Deng, Donghong Ji, Jeff Pan
      Pages 224-236
    4. Semantic Dependency Labeling of Chinese Noun Phrases Based on Semantic Lexicon

      • Yimeng Li, Yanqiu Shao, Hongkai Yang
      Pages 237-248
  3. Information Retrieval and Question Answering

    1. Front Matter

      Pages 249-249
    2. Bi-directional Gated Memory Networks for Answer Selection

      • Wei Wu, Houfeng Wang, Sujian Li
      Pages 251-262
    3. Generating Textual Entailment Using Residual LSTMs

      • Maosheng Guo, Yu Zhang, Dezhi Zhao, Ting Liu
      Pages 263-272
    4. Unsupervised Joint Entity Linking over Question Answering Pair with Global Knowledge

      • Cao Liu, Shizhu He, Hang Yang, Kang Liu, Jun Zhao
      Pages 273-286
  4. Text Classification and Summarization

    1. Front Matter

      Pages 319-319
    2. Topic-Specific Image Caption Generation

      • Chang Zhou, Yuzhao Mao, Xiaojie Wang
      Pages 321-332
    3. Deep Learning Based Document Theme Analysis for Composition Generation

      • Jiahao Liu, Chengjie Sun, Bing Qin
      Pages 333-342
    4. Conceptual Multi-layer Neural Network Model for Headline Generation

      • Yidi Guo, Heyan Huang, Yang Gao, Chi Lu
      Pages 355-367
  5. Social Computing and Sentiment Analysis

    1. Front Matter

      Pages 369-369
    2. Local Community Detection Using Social Relations and Topic Features in Social Networks

      • Chengcheng Xu, Huaping Zhang, Bingbing Lu, Songze Wu
      Pages 371-383
  6. NLP Applications

    1. Front Matter

      Pages 385-385

Other Volumes

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

About this book

This book constitutes the proceedings of the 16th China National Conference on Computational Linguistics, CCL 2017, and the 5th International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2017, held in Nanjing, China, in October 2017.

The 39 full papers presented in this volume were carefully reviewed and selected from 272 submissions. They were organized in topical sections named: Fundamental theory and methods of computational linguistics; Machine translation and multilingual information processing; Knowledge graph and information extraction; Language resource and evaluation; Information retrieval and question answering; Text classification and summarization; Social computing and sentiment analysis; NLP applications; Minority language information processing.

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Maosong Sun

  • Beijing University of Posts and Telecommunications, Beijing, China

    Xiaojie Wang

  • Peking University, Beijing, China

    Baobao Chang

  • Soochow University, Suzhou, China

    Deyi Xiong

Bibliographic Information

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

  • Book Subtitle: 16th China National Conference, CCL 2017, and 5th International Symposium, NLP-NABD 2017, Nanjing, China, October 13-15, 2017, Proceedings

  • Editors: Maosong Sun, Xiaojie Wang, Baobao Chang, Deyi Xiong

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-319-69005-6

  • Publisher: Springer Cham

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

  • Copyright Information: Springer International Publishing AG 2017

  • Softcover ISBN: 978-3-319-69004-9Published: 07 October 2017

  • eBook ISBN: 978-3-319-69005-6Published: 06 October 2017

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XVIII, 482

  • Number of Illustrations: 133 b/w illustrations

  • Topics: Natural Language Processing (NLP), Artificial Intelligence, Natural Language Processing (NLP), Information Storage and Retrieval

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access