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

Description

This two-volume set of LNAI 11838 and LNAI 11839 constitutes the refereed proceedings of the 8th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2019, held in Dunhuang, China, in October 2019. The 85 full papers and 56 short papers presented were carefully reviewed and selected from 492 submissions. They are organized in the following topical sections: Conversational Bot/QA/IR; Knowledge graph/IE; Machine Learning for NLP; Machine Translation; NLP Applications; NLP for Social Network; NLP Fundamentals; Text Mining; Short Papers; Explainable AI Workshop; Student Workshop: Evaluation Workshop. 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