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Chinese Computational Linguistics

19th China National Conference, CCL 2020, Hainan, China, October 30 – November 1, 2020, Proceedings

  • Conference proceedings
  • © 2020

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Editors:
  1. Maosong Sun

    1. Tsinghua University, Beijing, China

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  2. Sujian Li

    1. Peking University, Beijing, China

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  3. Yue Zhang

    1. Westlake University, Hangzhou, China

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  4. Yang Liu

    1. Tsinghua University, Beijing, China

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  5. Shizhu He

    1. Chinese Academy of Sciences, Beijing, China

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  6. Gaoqi Rao

    1. Beijing Language and Culture University, Beijing, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12522)

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

Included in the following conference series:

Conference proceedings info: CCL 2020.

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About this book

This book constitutes the proceedings of the 19th China National Conference on Computational Linguistics, CCL 2020, held in Hainan, China, in October/November 2020.

The 32 full and 2 short papers presented in this volume were carefully reviewed and selected from 99 submissions. They were organized in topical sections named: fundamental theory and methods of computational linguistics; information retrieval, dialogue and question answering; text generation and summarization; knowledge graph and information extraction; machine translation and multilingual information processing; minority language information processing; language resource and evaluation; social computing and sentiment analysis; and NLP applications.

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Table of contents (34 papers)

  1. Machine Translation and Multilingual Information Processing

    1. A Mixed Learning Objective for Neural Machine Translation

      • Wenjie Lu, Leiying Zhou, Gongshen Liu, Quanhai Zhang
      Pages 201-213
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    2. Multi-reward Based Reinforcement Learning for Neural Machine Translation

      • Shuo Sun, Hongxu Hou, Nier Wu, Ziyue Guo, Chaowei Zhang
      Pages 214-227
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  2. Minority Language Information Processing

    1. Front Matter

      Pages 229-229
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    2. Low-Resource Text Classification via Cross-Lingual Language Model Fine-Tuning

      • Xiuhong Li, Zhe Li, Jiabao Sheng, Wushour Slamu
      Pages 231-246
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    3. Constructing Uyghur Named Entity Recognition System Using Neural Machine Translation Tag Projection

      • Azmat Anwar, Xiao Li, Yating Yang, Rui Dong, Turghun Osman
      Pages 247-260
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    4. Recognition Method of Important Words in Korean Text Based on Reinforcement Learning

      • Feiyang Yang, Yahui Zhao, Rongyi Cui
      Pages 261-272
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    5. Mongolian Questions Classification Based on Multi-Head Attention

      • Guangyi Wang, Feilong Bao, Weihua Wang
      Pages 273-284
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  3. Language Resource and Evaluation

    1. Front Matter

      Pages 285-285
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    2. The Annotation Scheme of English-Chinese Clause Alignment Corpus

      • Shili Ge, Xiaoping Lin, Rou Song
      Pages 287-299
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    3. Categorizing Offensive Language in Social Networks: A Chinese Corpus, Systems and an Explanation Tool

      • Xiangru Tang, Xianjun Shen, Yujie Wang, Yujuan Yang
      Pages 300-315
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    4. LiveQA: A Question Answering Dataset Over Sports Live

      • Qianying Liu, Sicong Jiang, Yizhong Wang, Sujian Li
      Pages 316-328
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    5. Chinese and English Elementary Discourse Units Recognition Based on Bi-LSTM-CRF Model

      • Yancui Li, Chunxiao Lai, Jike Feng, Hongyu Feng
      Pages 329-343
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  4. Social Computing and Sentiment Analysis

    1. Front Matter

      Pages 345-345
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    2. Better Queries for Aspect-Category Sentiment Classification

      • Yuncong Li, Cunxiang Yin, Sheng-hua Zhong, Huiqiang Zhong, Jinchang Luo, Siqi Xu et al.
      Pages 347-358
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    3. Multimodal Sentiment Analysis with Multi-perspective Fusion Network Focusing on Sense Attentive Language

      • Xia Li, Minping Chen
      Pages 359-373
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    4. CAN-GRU: A Hierarchical Model for Emotion Recognition in Dialogue

      • Ting Jiang, Bing Xu, Tiejun Zhao, Sheng Li
      Pages 374-387
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    5. A Joint Model for Aspect-Category Sentiment Analysis with Shared Sentiment Prediction Layer

      • Yuncong Li, Zhe Yang, Cunxiang Yin, Xu Pan, Lunan Cui, Qiang Huang et al.
      Pages 388-400
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  5. NLP Applications

    1. Front Matter

      Pages 401-401
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    2. Compress Polyphone Pronunciation Prediction Model with Shared Labels

      • Pengfei Chen, Lina Wang, Hui Di, Kazushige Ouchi, Lvhong Wang
      Pages 403-414
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    3. Multi-task Legal Judgement Prediction Combining a Subtask of the Seriousness of Charges

      • Zhuopeng Xu, Xia Li, Yinlin Li, Zihan Wang, Yujie Fanxu, Xiaoyan Lai
      Pages 415-429
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Other volumes

  1. Chinese Computational Linguistics

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Maosong Sun, Yang Liu

  • Peking University, Beijing, China

    Sujian Li

  • Westlake University, Hangzhou, China

    Yue Zhang

  • Chinese Academy of Sciences, Beijing, China

    Shizhu He

  • Beijing Language and Culture University, Beijing, China

    Gaoqi Rao

Bibliographic Information

  • Book Title: Chinese Computational Linguistics

  • Book Subtitle: 19th China National Conference, CCL 2020, Hainan, China, October 30 – November 1, 2020, Proceedings

  • Editors: Maosong Sun, Sujian Li, Yue Zhang, Yang Liu, Shizhu He, Gaoqi Rao

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-63031-7

  • Publisher: Springer Cham

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

  • Copyright Information: Springer Nature Switzerland AG 2020

  • Softcover ISBN: 978-3-030-63030-0Published: 12 November 2020

  • eBook ISBN: 978-3-030-63031-7Published: 12 November 2020

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XVI, 482

  • Number of Illustrations: 170 b/w illustrations, 107 illustrations in colour

  • Topics: Natural Language Processing (NLP), Machine Learning, Data Mining and Knowledge Discovery, Database Management

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