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Natural Language Processing and Chinese Computing

9th CCF International Conference, NLPCC 2020, Zhengzhou, China, October 14–18, 2020, Proceedings, Part I

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Xiaodan Zhu

    1. ECE & Ingenuity Labs Research Institute, Queen’s University, Kingston, Canada

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  2. Min Zhang

    1. Department of Computer Science and Technology, Tsinghua University, Beijing, China

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  3. Yu Hong

    1. School of Computer Science and Technology, Soochow University, Suzhou, China

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  4. Ruifang He

    1. College of Intelligence and Computing, Tianjin University, Tianjin, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12430)

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

Included in the following conference series:

Conference proceedings info: NLPCC 2020.

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About this book

This two-volume set of LNAI 12340 and LNAI 12341 constitutes the refereed proceedings of the 9th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2020, held in Zhengzhou, China, in October 2020.

The 70 full papers, 30 poster papers and 14 workshop papers presented were carefully reviewed and selected from 320 submissions. They are organized in the following areas: Conversational Bot/QA; Fundamentals of NLP; Knowledge Base, Graphs and Semantic Web; Machine Learning for NLP; Machine Translation and Multilinguality; NLP Applications; Social Media and Network; Text Mining; and Trending Topics.

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Table of contents (66 papers)

  1. Front Matter

    Pages I-XXIX
    Download chapter PDF

  2. Oral - Conversational Bot/QA

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. FAQ-Based Question Answering via Knowledge Anchors

      • Ruobing Xie, Yanan Lu, Fen Lin, Leyu Lin
      Pages 3-15

    3. Deep Hierarchical Attention Flow for Visual Commonsense Reasoning

      • Yuansheng Song, Ping Jian
      Pages 16-28

    4. Dynamic Reasoning Network for Multi-hop Question Answering

      • Xiaohui Li, Yuezhong Liu, Shenggen Ju, Zhengwen Xie
      Pages 29-40

    5. Memory Attention Neural Network for Multi-domain Dialogue State Tracking

      • Zihan Xu, Zhi Chen, Lu Chen, Su Zhu, Kai Yu
      Pages 41-52

    6. Learning to Answer Word-Meaning-Explanation Questions for Chinese Gaokao Reading Comprehension

      • Hongye Tan, Pengpeng Qiang, Ru Li
      Pages 53-64

    7. Enhancing Multi-turn Dialogue Modeling with Intent Information for E-Commerce Customer Service

      • Ruixue Liu, Meng Chen, Hang Liu, Lei Shen, Yang Song, Xiaodong He
      Pages 65-77

    8. Robust Spoken Language Understanding with RL-Based Value Error Recovery

      • Chen Liu, Su Zhu, Lu Chen, Kai Yu
      Pages 78-90

    9. A Large-Scale Chinese Short-Text Conversation Dataset

      • Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu et al.
      Pages 91-103

    10. DVDGCN: Modeling Both Context-Static and Speaker-Dynamic Graph for Emotion Recognition in Multi-speaker Conversations

      • Shuofeng Zhao, Pengyuan Liu
      Pages 104-115

  3. Fundamentals of NLP

    1. Front Matter

      Pages 117-117
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    2. Nominal Compound Chain Extraction: A New Task for Semantic-Enriched Lexical Chain

      • Bobo Li, Hao Fei, Yafeng Ren, Donghong Ji
      Pages 119-131

    3. A Hybrid Model for Community-Oriented Lexical Simplification

      • Jiayin Song, Yingshan Shen, John Lee, Tianyong Hao
      Pages 132-144

    4. Multimodal Aspect Extraction with Region-Aware Alignment Network

      • Hanqian Wu, Siliang Cheng, Jingjing Wang, Shoushan Li, Lian Chi
      Pages 145-156

    5. NER in Threat Intelligence Domain with TSFL

      • Xuren Wang, Zihan Xiong, Xiangyu Du, Jun Jiang, Zhengwei Jiang, Mengbo Xiong
      Pages 157-169

    6. Enhancing the Numeracy of Word Embeddings: A Linear Algebraic Perspective

      • Yuanhang Ren, Ye Du
      Pages 170-178

    7. Is POS Tagging Necessary or Even Helpful for Neural Dependency Parsing?

      • Houquan Zhou, Yu Zhang, Zhenghua Li, Min Zhang
      Pages 179-191

    8. A Span-Based Distantly Supervised NER with Self-learning

      • Hongli Mao, Hanlin Tang, Wen Zhang, Heyan Huang, Xian-Ling Mao
      Pages 192-203

  4. Knowledge Base, Graphs and Semantic Web

    1. Front Matter

      Pages 205-205
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Other volumes

  1. Natural Language Processing and Chinese Computing

  2. Natural Language Processing and Chinese Computing

Editors and Affiliations

  • ECE & Ingenuity Labs Research Institute, Queen’s University, Kingston, Canada

    Xiaodan Zhu

  • Department of Computer Science and Technology, Tsinghua University, Beijing, China

    Min Zhang

  • School of Computer Science and Technology, Soochow University, Suzhou, China

    Yu Hong

  • College of Intelligence and Computing, Tianjin University, Tianjin, China

    Ruifang He

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