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Natural Language Processing and Chinese Computing

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

  • Conference proceedings
  • © 2019

Overview

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 11839)

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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Table of contents (77 papers)

  1. Front Matter

    Pages i-xxxii
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  2. Text Mining

    1. Front Matter

      Pages 1-1
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    2. An Improved Class-Center Method for Text Classification Using Dependencies and WordNet

      • Xinhua Zhu, Qingting Xu, Yishan Chen, Tianjun Wu
      Pages 3-15

    3. Dynamic Label Correction for Distant Supervision Relation Extraction via Semantic Similarity

      • Xinyu Zhu, Gongshen Liu, Bo Su, Jan Pan Nees
      Pages 16-27

    4. Classification over Clustering: Augmenting Text Representation with Clusters Helps!

      • Xiaoye Tan, Rui Yan, Chongyang Tao, Mingrui Wu
      Pages 28-40

    5. Document-Based Question Answering Improves Query-Focused Multi-document Summarization

      • Weikang Li, Xingxing Zhang, Yunfang Wu, Furu Wei, Ming Zhou
      Pages 41-52

    6. BSIL: A Brain Storm-Based Framework for Imbalanced Text Classification

      • Jiachen Tian, Shizhan Chen, Xiaowang Zhang, Zhiyong Feng
      Pages 53-64

    7. A Key-Phrase Aware End2end Neural Response Generation Model

      • Jun Xu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che
      Pages 65-77

    8. A Hierarchical Model with Recurrent Convolutional Neural Networks for Sequential Sentence Classification

      • Xinyu Jiang, Bowen Zhang, Yunming Ye, Zhenhua Liu
      Pages 78-89

    9. REKER: Relation Extraction with Knowledge of Entity and Relation

      • Hongtao Liu, Yian Wang, Fangzhao Wu, Pengfei Jiao, Hongyan Xu, Xing Xie
      Pages 90-102

    10. IPRE: A Dataset for Inter-Personal Relationship Extraction

      • Haitao Wang, Zhengqiu He, Jin Ma, Wenliang Chen, Min Zhang
      Pages 103-115

    11. Shared-Private LSTM for Multi-domain Text Classification

      • Haiming Wu, Yue Zhang, Xi Jin, Yun Xue, Ziwen Wang
      Pages 116-128

    12. Co-attention and Aggregation Based Chinese Recognizing Textual Entailment Model

      • Pengcheng Liu, Lingling Mu, Hongying Zan
      Pages 129-141

    13. A Knowledge-Gated Mechanism for Utterance Domain Classification

      • Zefeng Du, Peijie Huang, Yuhong He, Wei Liu, Jiankai Zhu
      Pages 142-154

  3. Short Papers

    1. Front Matter

      Pages 155-155
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    2. Automatic Translating Between Ancient Chinese and Contemporary Chinese with Limited Aligned Corpora

      • Zhiyuan Zhang, Wei Li, Qi Su
      Pages 157-167

    3. FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition

      • Hongyin Zhu, Wenpeng Hu, Yi Zeng
      Pages 168-178

    4. Domain Adaptive Question Answering over Knowledge Base

      • Yulai Yang, Lei Hou, Hailong Jin, Peng Zhang, Juanzi Li, Yi Huang et al.
      Pages 179-188

    5. Extending the Transformer with Context and Multi-dimensional Mechanism for Dialogue Response Generation

      • Ruxin Tan, Jiahui Sun, Bo Su, Gongshen Liu
      Pages 189-199

    6. Co-attention Networks for Aspect-Level Sentiment Analysis

      • Haihui Li, Yun Xue, Hongya Zhao, Xiaohui Hu, Sancheng Peng
      Pages 200-209
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Other volumes

  1. Natural Language Processing and Chinese Computing

  2. Natural Language Processing and Chinese Computing

Keywords

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.    

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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