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Natural Language Processing and Chinese Computing

11th CCF International Conference, NLPCC 2022, Guilin, China, September 24–25, 2022, Proceedings, Part II

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Wei Lu

    1. Singapore University of Technology and Design, Singapore, Singapore

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  2. Shujian Huang

    1. Nanjing University, Nanjing, China

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  3. Yu Hong

    1. Soochow University, Suzhou, China

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  4. Xiabing Zhou

    1. Soochow University, Soochow, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13552)

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

Included in the following conference series:

Conference proceedings info: NLPCC 2022.

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Table of contents (32 papers)

  1. Front Matter

    Pages i-xxxi
    Download chapter PDF

  2. Question Answering (Poster)

    1. Front Matter

      Pages 1-1
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    2. Faster and Better Grammar-Based Text-to-SQL Parsing via Clause-Level Parallel Decoding and Alignment Loss

      • Kun Wu, Lijie Wang, Zhenghua Li, Xinyan Xiao
      Pages 3-15

    3. Two-Stage Query Graph Selection for Knowledge Base Question Answering

      • Yonghui Jia, Chuanyuan Tan, Yuehe Chen, Muhua Zhu, Pingfu Chao, Wenliang Chen
      Pages 16-28

    4. Plug-and-Play Module for Commonsense Reasoning in Machine Reading Comprehension

      • Damai Dai, Hua Zheng, Zhifang Sui, Baobao Chang
      Pages 29-41

  3. Social Media and Sentiment Analysis (Poster)

    1. Front Matter

      Pages 43-43
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    2. FuDFEND: Fuzzy-Domain for Multi-domain Fake News Detection

      • Chaoqi Liang, Yu Zhang, Xinyuan Li, Jinyu Zhang, Yongqi Yu
      Pages 45-57

  4. NLP Applications and Text Mining (Poster)

    1. Front Matter

      Pages 59-59
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    2. Continuous Prompt Enhanced Biomedical Entity Normalization

      • Zhaohong Lai, Biao Fu, Shangfei Wei, Xiaodong Shi
      Pages 61-72

    3. Bidirectional Multi-channel Semantic Interaction Model of Labels and Texts for Text Classification

      • Yuan Wang, Yubo Zhou, Peng Hu, Maoling Xu, Tingting Zhao, Yarui Chen
      Pages 73-84

    4. Exploiting Dynamic and Fine-grained Semantic Scope for Extreme Multi-label Text Classification

      • Yuan Wang, Huiling Song, Peng Huo, Tao Xu, Jucheng Yang, Yarui Chen et al.
      Pages 85-97

    5. MGEDR: A Molecular Graph Encoder for Drug Recommendation

      • Kaiyuan Shi, Shaowu Zhang, Haifeng Liu, Yijia Zhang, Hongfei Lin
      Pages 98-109

  5. Student Workshop (Poster)

    1. Front Matter

      Pages 111-111
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    2. Semi-supervised Protein-Protein Interactions Extraction Method Based on Label Propagation and Sentence Embedding

      • Zhan Tang, Xuchao Guo, Lei Diao, Zhao Bai, Longhe Wang, Lin Li
      Pages 113-121

    3. Construction and Application of a Large-Scale Chinese Abstractness Lexicon Based on Word Similarity

      • Huidan Xu, Lijiao Yang
      Pages 122-130

    4. Stepwise Masking: A Masking Strategy Based on Stepwise Regression for Pre-training

      • Jie Pan, Shuxia Ren, Dongzhang Rao, Zongxian Zhao, Wenshi Xue
      Pages 131-142

  6. Evaluation Workshop (Poster)

    1. Front Matter

      Pages 143-143
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    2. Context Enhanced and Data Augmented \(\mathrm W^{2}NER\) System for Named Entity Recognition

      • Chunping Ma, Zijun Xu, Minwei Feng, Jingcheng Yin, Liang Ruan, Hejian Su
      Pages 145-155

    3. Multi-task Hierarchical Cross-Attention Network for Multi-label Text Classification

      • Junyu Lu, Hao Zhang, Zhexu Shen, Kaiyuan Shi, Liang Yang, Bo Xu et al.
      Pages 156-167

    4. An Interactive Fusion Model for Hierarchical Multi-label Text Classification

      • Xiuhao Zhao, Zhao Li, Xianming Zhang, Jibin Wang, Tong Chen, Zhengyu Ju et al.
      Pages 168-178
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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 13551 and 13552 constitutes the refereed proceedings of the 11th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2022, held in Guilin, China, in September 2022.

The 62 full papers, 21 poster papers, and 27 workshop papers presented were carefully reviewed and selected from 327 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.

Editors and Affiliations

  • Singapore University of Technology and Design, Singapore, Singapore

    Wei Lu

  • Nanjing University, Nanjing, China

    Shujian Huang

  • Soochow University, Suzhou, China

    Yu Hong

  • Soochow University, Soochow, China

    Xiabing Zhou

Bibliographic Information

  • Book Title: Natural Language Processing and Chinese Computing

  • Book Subtitle: 11th CCF International Conference, NLPCC 2022, Guilin, China, September 24–25, 2022, Proceedings, Part II

  • Editors: Wei Lu, Shujian Huang, Yu Hong, Xiabing Zhou

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-17189-5

  • Publisher: Springer Cham

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

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-17188-8Published: 25 September 2022

  • eBook ISBN: 978-3-031-17189-5Published: 24 September 2022

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXXI, 363

  • Number of Illustrations: 24 b/w illustrations, 95 illustrations in colour

  • Topics: Artificial Intelligence

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