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Natural Language Processing and Chinese Computing

8th CCF International Conference, NLPCC 2019, Dunhuang, China, October 9–14, 2019, Proceedings, Part I

  • Conference proceedings
  • © 2019

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Editors:
  1. Jie Tang

    1. Tsinghua University, Beijing, China

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  2. Min-Yen Kan

    1. National University of Singapore, Singapore, Singapore

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  3. Dongyan Zhao

    1. Peking University, Beijing, China

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  4. Sujian Li

    1. Peking University, Beijing, China

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  5. Hongying Zan

    1. Zhengzhou University, Zhengzhou, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11838)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: NLPCC 2019.

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About this book

This two-volume set of LNAI 11838 and LNAI 11839 constitutes the refereed proceedings of the 8th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2019, held in Dunhuang, China, in October 2019.

The 85 full papers and 56 short papers presented were carefully reviewed and selected from 492 submissions. They are organized in the following topical sections: Conversational Bot/QA/IR; Knowledge graph/IE; Machine Learning for NLP; Machine Translation; NLP Applications; NLP for Social Network; NLP Fundamentals; Text Mining; Short Papers; Explainable AI Workshop; Student Workshop: Evaluation Workshop.    

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Table of contents (65 papers)

  1. Front Matter

    Pages i-xxxi
    Download chapter PDF

  2. Conversational Bot/QA/IR

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Variational Attention for Commonsense Knowledge Aware Conversation Generation

      • Guirong Bai, Shizhu He, Kang Liu, Jun Zhao
      Pages 3-15

    3. Improving Question Answering by Commonsense-Based Pre-training

      • Wanjun Zhong, Duyu Tang, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin
      Pages 16-28

    4. Multi-strategies Method for Cold-Start Stage Question Matching of rQA Task

      • Dongfang Li, Qingcai Chen, Songjian Chen, Xin Liu, Buzhou Tang, Ben Tan
      Pages 29-41

    5. Multilingual Dialogue Generation with Shared-Private Memory

      • Chen Chen, Lisong Qiu, Zhenxin Fu, Junfei Liu, Rui Yan
      Pages 42-54

    6. Learning Personalized End-to-End Task-Oriented Dialogue Generation

      • Bowen Zhang, Xiaofei Xu, Xutao Li, Yunming Ye, Xiaojun Chen, Lianjie Sun
      Pages 55-66

    7. SMART: A Stratified Machine Reading Test

      • Jiarui Yao, Minxuan Feng, Haixia Feng, Zhiguo Wang, Yuchen Zhang, Nianwen Xue
      Pages 67-79

    8. How Question Generation Can Help Question Answering over Knowledge Base

      • Sen Hu, Lei Zou, Zhanxing Zhu
      Pages 80-92

    9. We Know What You Will Ask: A Dialogue System for Multi-intent Switch and Prediction

      • Chen Shi, Qi Chen, Lei Sha, Hui Xue, Sujian Li, Lintao Zhang et al.
      Pages 93-104

    10. Bi-directional Capsule Network Model for Chinese Biomedical Community Question Answering

      • Tongxuan Zhang, Yuqi Ren, Michael Mesfin Tadessem, Bo Xu, Xikai Liu, Liang Yang et al.
      Pages 105-116

    11. Neural Response Generation with Relevant Emotions for Short Text Conversation

      • Zhongxia Chen, Ruihua Song, Xing Xie, Jian-Yun Nie, Xiting Wang, Fuzheng Zhang et al.
      Pages 117-129

    12. Using Bidirectional Transformer-CRF for Spoken Language Understanding

      • Linhao Zhang, Houfeng Wang
      Pages 130-141

    13. Evaluating and Enhancing the Robustness of Retrieval-Based Dialogue Systems with Adversarial Examples

      • Jia Li, Chongyang Tao, Nanyun Peng, Wei Wu, Dongyan Zhao, Rui Yan
      Pages 142-154

    14. Many vs. Many Query Matching with Hierarchical BERT and Transformer

      • Yang Xu, Qiyuan Liu, Dong Zhang, Shoushan Li, Guodong Zhou
      Pages 155-167

  3. Knowledge Graph/IE

    1. Front Matter

      Pages 169-169
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    2. A Knowledge Selective Adversarial Network for Link Prediction in Knowledge Graph

      • Kairong Hu, Hai Liu, Tianyong Hao
      Pages 171-183

    3. Feature-Level Attention Based Sentence Encoding for Neural Relation Extraction

      • Longqi Dai, Bo Xu, Hui Song
      Pages 184-196

    4. Domain Representation for Knowledge Graph Embedding

      • Cunxiang Wang, Feiliang Ren, Zhichao Lin, Chenxu Zhao, Tian Xie, Yue Zhang
      Pages 197-210

    5. Evidence Distilling for Fact Extraction and Verification

      • Yang Lin, Pengyu Huang, Yuxuan Lai, Yansong Feng, Dongyan Zhao
      Pages 211-222
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Other volumes

  1. Natural Language Processing and Chinese Computing

  2. Natural Language Processing and Chinese Computing

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Jie Tang

  • National University of Singapore, Singapore, Singapore

    Min-Yen Kan

  • Peking University, Beijing, China

    Dongyan Zhao, Sujian Li

  • Zhengzhou University, Zhengzhou, China

    Hongying Zan

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