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Natural Language Processing and Chinese Computing

10th CCF International Conference, NLPCC 2021, Qingdao, China, October 13–17, 2021, Proceedings, Part II

  • Conference proceedings
  • © 2021

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Editors:
  1. Lu Wang

    1. University of Michigan, Ann Arbor, USA

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  2. Yansong Feng

    1. Peking University, Beijing, China

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  3. Yu Hong

    1. Soochow University, Suzhou, China

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  4. Ruifang He

    1. Tianjin University, Tianjin, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13029)

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

Included in the following conference series:

Conference proceedings info: NLPCC 2021.

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About this book

This two-volume set of LNAI 13028 and LNAI 13029 constitutes the refereed proceedings of the 10th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2021, held in Qingdao, China, in October 2021.

The 66 full papers, 23 poster papers, and 27 workshop papers presented were carefully reviewed and selected from 446 submissions. They are organized in the following areas: Fundamentals of NLP; Machine Translation and Multilinguality; Machine Learning for NLP; Information Extraction and Knowledge Graph; Summarization and Generation; Question Answering; Dialogue Systems; Social Media and Sentiment Analysis; NLP Applications and Text Mining; and Multimodality and Explainability.

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Table of contents (50 papers)

  1. Front Matter

    Pages i-xxxvi
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  2. Posters - Fundamentals of NLP

    1. Front Matter

      Pages 1-1
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    2. Syntax and Coherence - The Effect on Automatic Argument Quality Assessment

      • Xichen Sun, Wenhan Chao, Zhunchen Luo
      Pages 3-12

    3. ExperienceGen 1.0: A Text Generation Challenge Which Requires Deduction and Induction Ability

      • Hu Zhang, Pengyuan Liu, Dong Yu, Sanle Zhang
      Pages 13-24

  3. Machine Translation and Multilinguality

    1. Front Matter

      Pages 25-25
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    2. SynXLM-R: Syntax-Enhanced XLM-R in Translation Quality Estimation

      • Bin Ni, Xiaolei Lu, Yiqi Tong
      Pages 27-40

  4. Machine Learning for NLP

    1. Front Matter

      Pages 41-41
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    2. Memetic Federated Learning for Biomedical Natural Language Processing

      • Xinya Zhou, Conghui Tan, Di Jiang, Bosen Zhang, Si Li, Yajing Xu et al.
      Pages 43-55

  5. Information Extraction and Knowledge Graph

    1. Front Matter

      Pages 57-57
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    2. Event Argument Extraction via a Distance-Sensitive Graph Convolutional Network

      • Lu Dai, Bang Wang, Wei Xiang, Yijun Mo
      Pages 59-72

    3. Exploit Vague Relation: An Augmented Temporal Relation Corpus and Evaluation

      • Liang Wang, Sheng Xu, Peifeng Li, Qiaoming Zhu
      Pages 73-85

    4. Searching Effective Transformer for Seq2Seq Keyphrase Generation

      • Yige Xu, Yichao Luo, Yicheng Zhou, Zhengyan Li, Qi Zhang, Xipeng Qiu et al.
      Pages 86-97

    5. Prerequisite Learning with Pre-trained Language and Graph Embedding Models

      • Bangqi Li, Boci Peng, Yifeng Shao, Zhichun Wang
      Pages 98-108

  6. Summarization and Generation

    1. Front Matter

      Pages 109-109
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    2. Variational Autoencoder with Interactive Attention for Affective Text Generation

      • Ruijun Chen, Jin Wang, Xuejie Zhang
      Pages 111-123

    3. CUSTOM: Aspect-Oriented Product Summarization for E-Commerce

      • Jiahui Liang, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou
      Pages 124-136

  7. Question Answering

    1. Front Matter

      Pages 137-137
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    2. FABERT: A Feature Aggregation BERT-Based Model for Document Reranking

      • Xiaozhi Zhu, Leung-Pun Wong, Lap-Kei Lee, Hai Liu, Tianyong Hao
      Pages 139-150

    3. Generating Relevant, Correct and Fluent Answers in Natural Answer Generation

      • Yongjie Huang, Meng Yang, Ni Yang
      Pages 151-162

    4. GeoCQA: A Large-Scale Geography-Domain Chinese Question Answering Dataset from Examination

      • Zhen Cui, Bin Wang, Jiangzhou Ju
      Pages 163-175
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Other volumes

  1. Natural Language Processing and Chinese Computing

  2. Natural Language Processing and Chinese Computing

Editors and Affiliations

  • University of Michigan, Ann Arbor, USA

    Lu Wang

  • Peking University, Beijing, China

    Yansong Feng

  • Soochow University, Suzhou, China

    Yu Hong

  • Tianjin University, Tianjin, China

    Ruifang He

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