Natural Language Processing and Chinese Computing: 8th CCF International Conference, NLPCC 2019, Dunhuang, China, October 9–14, 2019, Proceedings, Part II

Front Matter ....Pages i-xxxii
Front Matter ....Pages 1-1
 An Improved Class-Center Method for Text Classification Using Dependencies and WordNet  (Xinhua Zhu, Qingting Xu, Yishan Chen, Tianjun Wu)....Pages 3-15
 Dynamic Label Correction for Distant Supervision Relation Extraction via Semantic Similarity  (Xinyu Zhu, Gongshen Liu, Bo Su, Jan Pan Nees)....Pages 16-27
 Classification over Clustering: Augmenting Text Representation with Clusters Helps!  (Xiaoye Tan, Rui Yan, Chongyang Tao, Mingrui Wu)....Pages 28-40
 Document-Based Question Answering Improves Query-Focused Multi-document Summarization  (Weikang Li, Xingxing Zhang, Yunfang Wu, Furu Wei, Ming Zhou)....Pages 41-52
 BSIL: A Brain Storm-Based Framework for Imbalanced Text Classification  (Jiachen Tian, Shizhan Chen, Xiaowang Zhang, Zhiyong Feng)....Pages 53-64
 A Key-Phrase Aware End2end Neural Response Generation Model  (Jun Xu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che)....Pages 65-77
 A Hierarchical Model with Recurrent Convolutional Neural Networks for Sequential Sentence Classification  (Xinyu Jiang, Bowen Zhang, Yunming Ye, Zhenhua Liu)....Pages 78-89
 REKER: Relation Extraction with Knowledge of Entity and Relation  (Hongtao Liu, Yian Wang, Fangzhao Wu, Pengfei Jiao, Hongyan Xu, Xing Xie)....Pages 90-102
 IPRE: A Dataset for Inter-Personal Relationship Extraction  (Haitao Wang, Zhengqiu He, Jin Ma, Wenliang Chen, Min Zhang)....Pages 103-115
 Shared-Private LSTM for Multi-domain Text Classification  (Haiming Wu, Yue Zhang, Xi Jin, Yun Xue, Ziwen Wang)....Pages 116-128
 Co-attention and Aggregation Based Chinese Recognizing Textual Entailment Model  (Pengcheng Liu, Lingling Mu, Hongying Zan)....Pages 129-141
 A Knowledge-Gated Mechanism for Utterance Domain Classification  (Zefeng Du, Peijie Huang, Yuhong He, Wei Liu, Jiankai Zhu)....Pages 142-154
Front Matter ....Pages 155-155
 Automatic Translating Between Ancient Chinese and Contemporary Chinese with Limited Aligned Corpora  (Zhiyuan Zhang, Wei Li, Qi Su)....Pages 157-167
 FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition  (Hongyin Zhu, Wenpeng Hu, Yi Zeng)....Pages 168-178
 Domain Adaptive Question Answering over Knowledge Base  (Yulai Yang, Lei Hou, Hailong Jin, Peng Zhang, Juanzi Li, Yi Huang et al.)....Pages 179-188
 Extending the Transformer with Context and Multi-dimensional Mechanism for Dialogue Response Generation  (Ruxin Tan, Jiahui Sun, Bo Su, Gongshen Liu)....Pages 189-199
 Co-attention Networks for Aspect-Level Sentiment Analysis  (Haihui Li, Yun Xue, Hongya Zhao, Xiaohui Hu, Sancheng Peng)....Pages 200-209
 Hierarchical-Gate Multimodal Network for Human Communication Comprehension  (Qiyuan Liu, Liangqing Wu, Yang Xu, Dong Zhang, Shoushan Li, Guodong Zhou)....Pages 210-219
 End-to-End Model for Offline Handwritten Mongolian Word Recognition  (Hongxi Wei, Cong Liu, Hui Zhang, Feilong Bao, Guanglai Gao)....Pages 220-230
 A Recursive Information Flow Gated Model for RST-Style Text-Level Discourse Parsing  (Longyin Zhang, Xin Tan, Fang Kong, Guodong Zhou)....Pages 231-241
 Relation Classification in Scientific Papers Based on Convolutional Neural Network  (Zhongbo Yin, Shuai Wu, Yi Yin, Wei Luo, Zhunchen Luo, Yushani Tan et al.)....Pages 242-253
 Effective Soft-Adaptation for Neural Machine Translation  (Shuangzhi Wu, Dongdong Zhang, Ming Zhou)....Pages 254-264
 Neural Machine Translation with Bilingual History Involved Attention  (Haiyang Xue, Yang Feng, Di You, Wen Zhang, Jingyu Li)....Pages 265-275
 Joint Modeling of Recognizing Macro Chinese Discourse Nuclearity and Relation Based on Structure and Topic Gated Semantic Network  (Feng Jiang, Peifeng Li, Qiaoming Zhu)....Pages 276-286
 Attentional Neural Network for Emotion Detection in Conversations with Speaker Influence Awareness  (Jia Wei, Shi Feng, Daling Wang, Yifei Zhang, Xiangju Li)....Pages 287-297
 Triple-Joint Modeling for Question Generation Using Cross-Task Autoencoder  (Hongling Wang, Renshou Wu, Zhixu Li, Zhongqing Wang, Zhigang Chen, Guodong Zhou)....Pages 298-307
 Deep Multi-task Learning with Cross Connected Layer for Slot Filling  (Junsheng Kong, Yi Cai, Da Ren, Zilu Li)....Pages 308-317
 A Sequence-to-Action Architecture for Character-Based Chinese Dependency Parsing with Status History  (Hang Liu, Yujie Zhang, Meng Chen, Jinan Xu, Yufeng Chen)....Pages 318-326
 A New Fine-Tuning Architecture Based on Bert for Word Relation Extraction  (Fanyu Meng, Junlan Feng, Danping Yin, Min Hu)....Pages 327-337
 Rumor Detection with Hierarchical Recurrent Convolutional Neural Network  (Xiang Lin, Xiangwen Liao, Tong Xu, Wenjing Pian, Kam-Fai Wong)....Pages 338-348
 Automatic Proofreading in Chinese: Detect and Correct Spelling Errors in Character-Level with Deep Neural Networks  (Qiufeng Wang, Minghuan Liu, Weijia Zhang, Yuhang Guo, Tianrui Li)....Pages 349-359
 Linguistic Feature Representation with Statistical Relational Learning for Readability Assessment  (Xinying Qiu, Dawei Lu, Yuming Shen, Yi Cai)....Pages 360-369
 Neural Classifier with Statistic Information of User and Product for Sentiment Analysis  (Changliang Li, Jiayu Xie, Yaoguang Xing)....Pages 370-380
 A New Algorithm for Component Decomposition and Type Recognition of Tibetan Syllable  (Jie Zhu, Shugen Wang, Yanru Wu, Meijing Guan, Yang Feng)....Pages 381-392
 Event Temporal Relation Classification Based on Graph Convolutional Networks  (Qianwen Dai, Fang Kong, Qianying Dai)....Pages 393-403
 Event Factuality Detection in Discourse  (Rongtao Huang, Bowei Zou, Hongling Wang, Peifeng Li, Guodong Zhou)....Pages 404-414
 A Multi-pattern Matching Algorithm for Chinese-Hmong Mixed Strings  (Shun-Ping He, Li-Ping Mo, Di-Wen Kang)....Pages 415-425
 Constructing the Image Graph of Tang Poetry  (Bihua Wang, Renfen Hu, Lijiao Yang)....Pages 426-434
 Research on Fine-Grained Sentiment Classification  (Zhihui Wang, Xiaodong Wang, Tao Chang, Shaohe Lv, Xiaoting Guo)....Pages 435-444
 Question Generation Based Product Information  (Kang Xiao, Xiabing Zhou, Zhongqing Wang, Xiangyu Duan, Min Zhang)....Pages 445-455
 Conversion and Exploitation of Dependency Treebanks with Full-Tree LSTM  (Bo Zhang, Zhenghua Li, Min Zhang)....Pages 456-465
 Analysis of Back-Translation Methods for Low-Resource Neural Machine Translation  (Nuo Xu, Yinqiao Li, Chen Xu, Yanyang Li, Bei Li, Tong Xiao et al.)....Pages 466-475
 Multi-classification of Theses to Disciplines Based on Metadata  (Jianling Li, Shiwen Yu, Shasha Li, Jie Yu)....Pages 476-485
 Chinese Event Factuality Detection  (Jiaxuan Sheng, Bowei Zou, Zhengxian Gong, Yu Hong, Guodong Zhou)....Pages 486-496
 Research of Uyghur-Chinese Machine Translation System Combination Based on Semantic Information  (YaJuan Wang, Xiao Li, YaTing Yang, Azmat Anwar, Rui Dong)....Pages 497-507
 Subject Recognition in Chinese Sentences for Chatbots  (Fangyuan Li, Huanhuan Wei, Qiangda Hao, Ruihong Zeng, Hao Shao, Wenliang Chen)....Pages 508-518
 Research on Khalkha Dialect Mongolian Speech Recognition Acoustic Model Based on Weight Transfer  (Linyan Shi, Feilong Bao, Yonghe Wang, Guanglai Gao)....Pages 519-528
 GANCoder: An Automatic Natural Language-to-Programming Language Translation Approach Based on GAN  (Yabing Zhu, Yanfeng Zhang, Huili Yang, Fangjing Wang)....Pages 529-539
 Automatic Chinese Spelling Checking and Correction Based on Character-Based Pre-trained Contextual Representations  (Haihua Xie, Aolin Li, Yabo Li, Jing Cheng, Zhiyou Chen, Xiaoqing Lyu et al.)....Pages 540-549
 A Context-Free Spelling Correction Method for Classical Mongolian  (Min Lu, Feilong Bao, Guanglai Gao)....Pages 550-559
Front Matter ....Pages 561-561
 Explainable AI: A Brief Survey on History, Research Areas, Approaches and Challenges  (Feiyu Xu, Hans Uszkoreit, Yangzhou Du, Wei Fan, Dongyan Zhao, Jun Zhu)....Pages 563-574
 Interpretable Spatial-Temporal Attention Graph Convolution Network for Service Part Hierarchical Demand Forecast  (Wenli Ouyang, Yahong Zhang, Mingda Zhu, Xiuling Zhang, Hongye Chen, Yinghao Ren et al.)....Pages 575-586
 Disentangling Latent Emotions of Word Embeddings on Complex Emotional Narratives  (Zhengxuan Wu, Yueyi Jiang)....Pages 587-595
 Modeling Human Intelligence in Customer-Agent Conversation Using Fine-Grained Dialogue Acts  (Qicheng Ding, Guoguang Zhao, Penghui Xu, Yucheng Jin, Yu Zhang, Changjian Hu et al.)....Pages 596-606
 Feature-Less End-to-End Nested Term Extraction  (Yuze Gao, Yu Yuan)....Pages 607-616
 Using Aspect-Based Analysis for Explainable Sentiment Predictions  (Thiago De Sousa Silveira, Hans Uszkoreit, Renlong Ai)....Pages 617-627
 Discrimination Assessment for Saliency Maps  (Ruiyi Li, Yangzhou Du, Zhongchao Shi, Yang Zhang, Zhiqiang He)....Pages 628-636
 A Modified LIME and Its Application to Explain Service Supply Chain Forecasting  (Haisheng Li, Wei Fan, Sheng Shi, Qiang Chou)....Pages 637-644
 Cross-lingual Neural Vector Conceptualization  (Lisa Raithel, Robert Schwarzenberg)....Pages 645-652
Front Matter ....Pages 653-653
 A Dynamic Word Representation Model Based on Deep Context  (Xiao Yuan, Xi Xiong, Shenggen Ju, Zhengwen Xie, Jiawei Wang)....Pages 655-664
 A Category Detection Method for Evidence-Based Medicine  (Jingyan Wang, Shenggen Ju, Xi Xiong, Rui Zhang, Ningning Liu)....Pages 665-675
 Gender Prediction Based on Chinese Name  (Jizheng Jia, Qiyang Zhao)....Pages 676-683
 Explanation Chains Model Based on the Fine-Grained Data  (Fu-Yuan Ma, Wen-Qi Chen, Min-Hao Xiao, Xin Wang, Ying Wang)....Pages 684-698
Front Matter ....Pages 699-699
 Goal-Oriented Knowledge-Driven Neural Dialog Generation System  (Ao Luo, Chen Su, Shengfeng Pan)....Pages 701-712
 BERT-Based Multi-head Selection for Joint Entity-Relation Extraction  (Weipeng Huang, Xingyi Cheng, Taifeng Wang, Wei Chu)....Pages 713-723
 Proactive Knowledge-Goals Dialogue System Based on Pointer Network  (Han Zhou, Chong Chen, Hao Liu, Fei Qin, Huaqing Liang)....Pages 724-735
 Multiple Perspective Answer Reranking for Multi-passage Reading Comprehension  (Mucheng Ren, Heyan Huang, Ran Wei, Hongyu Liu, Yu Bai, Yang Wang et al.)....Pages 736-747
 A Sketch-Based System for Semantic Parsing  (Zechang Li, Yuxuan Lai, Yuxi Xie, Yansong Feng, Dongyan Zhao)....Pages 748-759
 Overview of the NLPCC 2019 Shared Task: Cross-Domain Dependency Parsing  (Xue Peng, Zhenghua Li, Min Zhang, Rui Wang, Yue Zhang, Luo Si)....Pages 760-771
 A Transformer-Based Semantic Parser for NLPCC-2019 Shared Task 2  (Donglai Ge, Junhui Li, Muhua Zhu)....Pages 772-781
 A Relation Proposal Network for End-to-End Information Extraction  (Zhenhua Liu, Tianyi Wang, Wei Dai, Zehui Dai, Guangpeng Zhang)....Pages 782-790
 DuIE: A Large-Scale Chinese Dataset for Information Extraction  (Shuangjie Li, Wei He, Yabing Shi, Wenbin Jiang, Haijin Liang, Ye Jiang et al.)....Pages 791-800
 Domain Information Enhanced Dependency Parser  (Nan Yu, Zonglin Liu, Ranran Zhen, Tao Liu, Meishan Zhang, Guohong Fu)....Pages 801-810
 Overview of the NLPCC 2019 Shared Task: Open Domain Semantic Parsing  (Nan Duan)....Pages 811-817
 An Overview of the 2019 Language and Intelligence Challenge  (Quan Wang, Wenquan Wu, Yabing Shi, Hongyu Li, Zhen Guo, Wei He et al.)....Pages 818-828
 Overview of the NLPCC 2019 Shared Task: Open Domain Conversation Evaluation  (Ying Shan, Anqi Cui, Luchen Tan, Kun Xiong)....Pages 829-834
 Cross-Domain Transfer Learning for Dependency Parsing  (Zuchao Li, Junru Zhou, Hai Zhao, Rui Wang)....Pages 835-844
Back Matter ....Pages 845-850