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Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data

17th China National Conference, CCL 2018, and 6th International Symposium, NLP-NABD 2018, Changsha, China, October 19–21, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Maosong Sun

    1. Tsinghua University, Beijing, China

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  2. Ting Liu

    1. Harbin Institute of Technology, Harbin, China

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  3. Xiaojie Wang

    1. Beijing University of Posts and Telecommunications, Beijing, China

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  4. Zhiyuan Liu

    1. Tsinghua University, Beijing, China

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  5. Yang Liu

    1. Tsinghua University, Beijing, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11221)

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

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About this book

This book constitutes the proceedings of the 17th China National Conference on Computational Linguistics, CCL 2018, and the 6th International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2018, held in Changsha, China, in October 2018.

The 33 full papers presented in this volume were carefully reviewed and selected from 84 submissions. They are organized in topical sections named: Semantics; machine translation; knowledge graph and information extraction; linguistic resource annotation and evaluation; information retrieval and question answering; text classification and summarization; social computing and sentiment analysis; and NLP applications.

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Table of contents (33 papers)

  1. Front Matter

    Pages I-XV
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  2. Semantics

    1. Front Matter

      Pages 1-1
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    2. Radical Enhanced Chinese Word Embedding

      • Zheng Chen, Keqi Hu
      Pages 3-11

    3. Syntax Enhanced Research Method of Stylistic Features

      • Haiyan Wu, Ying Liu
      Pages 12-23

    4. Addressing Domain Adaptation for Chinese Word Segmentation with Instances-Based Transfer Learning

      • Yanna Zhang, Jinan Xu, Guoyi Miao, Yufeng Chen, Yujie Zhang
      Pages 24-36

  3. Machine Translation

    1. Front Matter

      Pages 37-37
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    2. Collaborative Matching for Sentence Alignment

      • Xiaojun Quan, Chunyu Kit, Wuya Chen
      Pages 39-52

    3. Finding Better Subword Segmentation for Neural Machine Translation

      • Yingting Wu, Hai Zhao
      Pages 53-64

    4. Improving Low-Resource Neural Machine Translation with Weight Sharing

      • Tao Feng, Miao Li, Xiaojun Liu, Yichao Cao
      Pages 65-75

    5. Identifying Word Translations in Scientific Literature Based on Labeled Bilingual Topic Model and Co-occurrence Features

      • Mingjie Tian, Yahui Zhao, Rongyi Cui
      Pages 76-87

    6. Term Translation Extraction from Historical Classics Using Modern Chinese Explanation

      • Xiaoting Wu, Hanyu Zhao, Chao Che
      Pages 88-98

    7. Research on Chinese-Tibetan Neural Machine Translation

      • Wen Lai, Xiaobing Zhao, Xiaqing Li
      Pages 99-108

  4. Knowledge Graph and Information Extraction

    1. Front Matter

      Pages 109-109
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    2. Metadata Extraction for Scientific Papers

      • Binjie Meng, Lei Hou, Erhong Yang, Juanzi Li
      Pages 111-122

    3. Knowledge Graph Embedding with Logical Consistency

      • Jianfeng Du, Kunxun Qi, Yuming Shen
      Pages 123-135

    4. An End-to-End Entity and Relation Extraction Network with Multi-head Attention

      • Lishuang Li, Yuankai Guo, Shuang Qian, Anqiao Zhou
      Pages 136-146

    5. Attention-Based Convolutional Neural Networks for Chinese Relation Extraction

      • Wenya Wu, Yufeng Chen, Jinan Xu, Yujie Zhang
      Pages 147-158

    6. A Study on Improving End-to-End Neural Coreference Resolution

      • Jia-Chen Gu, Zhen-Hua Ling, Nitin Indurkhya
      Pages 159-169

    7. Type Hierarchy Enhanced Heterogeneous Network Embedding for Fine-Grained Entity Typing in Knowledge Bases

      • Hailong Jin, Lei Hou, Juanzi Li
      Pages 170-182

    8. Scientific Keyphrase Extraction: Extracting Candidates with Semi-supervised Data Augmentation

      • Qianying Liu, Daisuke Kawahara, Sujian Li
      Pages 183-194
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Other volumes

  1. Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Maosong Sun, Zhiyuan Liu, Yang Liu

  • Harbin Institute of Technology, Harbin, China

    Ting Liu

  • Beijing University of Posts and Telecommunications, Beijing, China

    Xiaojie Wang

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