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Natural Language Processing and Chinese Computing

6th CCF International Conference, NLPCC 2017, Dalian, China, November 8–12, 2017, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Xuanjing Huang

    1. Fudan University, Shanghai, China

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  2. Jing Jiang

    1. Singapore Management University, Singapore, Singapore

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  3. Dongyan Zhao

    1. Peking University, Beijing, China

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  4. Yansong Feng

    1. Peking University, Beijing, China

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  5. Yu Hong

    1. Soochow University, Suzhou, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10619)

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

Included in the following conference series:

Conference proceedings info: NLPCC 2017.

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Table of contents (86 papers)

  1. Front Matter

    Pages I-XXII
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  2. IR/Search/Bot

    1. Front Matter

      Pages 1-1
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    2. Jointly Modeling Intent Identification and Slot Filling with Contextual and Hierarchical Information

      • Liyun Wen, Xiaojie Wang, Zhenjiang Dong, Hong Chen
      Pages 3-15

    3. Augmenting Neural Sentence Summarization Through Extractive Summarization

      • Junnan Zhu, Long Zhou, Haoran Li, Jiajun Zhang, Yu Zhou, Chengqing Zong
      Pages 16-28

    4. Cascaded LSTMs Based Deep Reinforcement Learning for Goal-Driven Dialogue

      • Yue Ma, Xiaojie Wang, Zhenjiang Dong, Hong Chen
      Pages 29-41

    5. Dialogue Intent Classification with Long Short-Term Memory Networks

      • Lian Meng, Minlie Huang
      Pages 42-50

    6. An Ensemble Approach to Conversation Generation

      • Yimeng Zhuang, Xianliang Wang, Han Zhang, Jinghui Xie, Xuan Zhu
      Pages 51-62

    7. First Place Solution for NLPCC 2017 Shared Task Social Media User Modeling

      • Lingfei Qian, Anran Wang, Yan Wang, Yuhang Huang, Jian Wang, Hongfei Lin
      Pages 63-72

  3. Knowledge Graph/IE/QA

    1. Front Matter

      Pages 73-73
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    2. Large-Scale Simple Question Generation by Template-Based Seq2seq Learning

      • Tianyu Liu, Bingzhen Wei, Baobao Chang, Zhifang Sui
      Pages 75-87

    3. A Dual Attentive Neural Network Framework with Community Metadata for Answer Selection

      • Zhiqiang Liu, Mengzhang Li, Tianyu Bai, Rui Yan, Yan Zhang
      Pages 88-100

    4. Geography Gaokao-Oriented Knowledge Acquisition for Comparative Sentences Based on Logic Programming

      • Xuelian Li, Qian Liu, Man Zhu, Feifei Xu, Yunxiu Yu, Shang Zhang et al.
      Pages 101-113

    5. Chinese Question Classification Based on Semantic Joint Features

      • Xia Li, HanFeng Liu, ShengYi Jiang
      Pages 114-123

    6. A Chinese Question Answering System for Single-Relation Factoid Questions

      • Yuxuan Lai, Yanyan Jia, Yang Lin, Yansong Feng, Dongyan Zhao
      Pages 124-135

    7. Enhancing Document-Based Question Answering via Interaction Between Question Words and POS Tags

      • Zhipeng Xie
      Pages 136-147

  4. Machine Learning

    1. Front Matter

      Pages 149-149
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    2. A Deep Learning Way for Disease Name Representation and Normalization

      • Hongwei Liu, Yun Xu
      Pages 151-157

    3. Externally Controllable RNN for Implicit Discourse Relation Classification

      • Xihan Yue, Luoyi Fu, Xinbing Wang
      Pages 158-169

    4. Random Projections with Bayesian Priors

      • Keegan Kang
      Pages 170-182

    5. A Convolutional Attention Model for Text Classification

      • Jiachen Du, Lin Gui, Ruifeng Xu, Yulan He
      Pages 183-195
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  1. Natural Language Processing and Chinese Computing

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About this book

This book constitutes the refereed proceedings of the 6th CCF International Conference on Natural Language Processing, NLPCC 2017, held in Dalian, China, in November 2017.

The 47 full papers and 39 short papers presented were carefully reviewed and selected from 252 submissions.  The papers are organized around the following topics: IR/search/bot; knowledge graph/IE/QA; machine learning; machine translation; NLP applications; NLP fundamentals; social networks; and text mining.

Editors and Affiliations

  • Fudan University, Shanghai, China

    Xuanjing Huang

  • Singapore Management University, Singapore, Singapore

    Jing Jiang

  • Peking University, Beijing, China

    Dongyan Zhao, Yansong Feng

  • Soochow University, Suzhou, China

    Yu Hong

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