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Chinese Computational Linguistics

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

  • Conference proceedings
  • © 2020

Overview

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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Keywords

Table of contents (34 papers)

  1. Front Matter

    Pages i-xvi
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  2. Fundamental Theory and Methods of Computational Linguistics

    1. Front Matter

      Pages 1-1
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    2. A Joint Model for Graph-Based Chinese Dependency Parsing

      • Xingchen Li, Mingtong Liu, Yujie Zhang, Jinan Xu, Yufeng Chen
      Pages 3-16

    3. Semantic-Aware Chinese Zero Pronoun Resolution with Pre-trained Semantic Dependency Parser

      • Lanqiu Zhang, Zizhuo Shen, Yanqiu Shao
      Pages 17-29

    4. Improving Sentence Classification by Multilingual Data Augmentation and Consensus Learning

      • Yanfei Wang, Yangdong Chen, Yuejie Zhang
      Pages 30-42

  3. Information Retrieval, Dialogue and Question Answering

    1. Front Matter

      Pages 43-43
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    2. Attention-Based Graph Neural Network with Global Context Awareness for Document Understanding

      • Yuan Hua, Zheng Huang, Jie Guo, Weidong Qiu
      Pages 45-56

    3. Combining Impression Feature Representation for Multi-turn Conversational Question Answering

      • Shaoling Jing, Shibo Hong, Dongyan Zhao, Haihua Xie, Zhi Tang
      Pages 57-69

  4. Text Generation and Summarization

    1. Front Matter

      Pages 71-71
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    2. Chinese Long and Short Form Choice Exploiting Neural Network Language Modeling Approaches

      • Lin Li, Kees van Deemter, Denis Paperno
      Pages 73-80

    3. Refining Data for Text Generation

      • Qianying Liu, Tianyi Li, Wenyu Guan, Sujian Li
      Pages 81-94

    4. Plan-CVAE: A Planning-Based Conditional Variational Autoencoder for Story Generation

      • Lin Wang, Juntao Li, Dongyan Zhao, Rui Yan
      Pages 95-109

  5. Knowledge Graph and Information Extraction

    1. Front Matter

      Pages 111-111
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    2. Towards Causal Explanation Detection with Pyramid Salient-Aware Network

      • Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao
      Pages 113-128

    3. Named Entity Recognition with Context-Aware Dictionary Knowledge

      • Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang
      Pages 129-143

    4. Chinese Named Entity Recognition via Adaptive Multi-pass Memory Network with Hierarchical Tagging Mechanism

      • Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
      Pages 144-158

    5. A Practice of Tourism Knowledge Graph Construction Based on Heterogeneous Information

      • Dinghe Xiao, Nannan Wang, Jiangang Yu, Chunhong Zhang, Jiaqi Wu
      Pages 159-173

    6. A Novel Joint Framework for Multiple Chinese Events Extraction

      • Nuo Xu, Haihua Xie, Dongyan Zhao
      Pages 174-183

    7. Entity Relative Position Representation Based Multi-head Selection for Joint Entity and Relation Extraction

      • Tianyang Zhao, Zhao Yan, Yunbo Cao, Zhoujun Li
      Pages 184-198

  6. Machine Translation and Multilingual Information Processing

    1. Front Matter

      Pages 199-199
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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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