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NLPCC 2019: Dunhuang, China
- Jie Tang, Min-Yen Kan, Dongyan Zhao, Sujian Li, Hongying Zan:
Natural Language Processing and Chinese Computing - 8th CCF International Conference, NLPCC 2019, Dunhuang, China, October 9-14, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11839, Springer 2019, ISBN 978-3-030-32235-9
Text Mining
- Xinhua Zhu, Qingting Xu, Yishan Chen, Tianjun Wu:
An Improved Class-Center Method for Text Classification Using Dependencies and WordNet. 3-15 - Xinyu Zhu
, Gongshen Liu
Dynamic Label Correction for Distant Supervision Relation Extraction via Semantic Similarity. 16-27 - Xiaoye Tan, Rui Yan, Chongyang Tao, Mingrui Wu:
Classification over Clustering: Augmenting Text Representation with Clusters Helps! 28-40 - Weikang Li, Xingxing Zhang, Yunfang Wu, Furu Wei, Ming Zhou:
Document-Based Question Answering Improves Query-Focused Multi-document Summarization. 41-52 - Jiachen Tian, Shizhan Chen, Xiaowang Zhang
BSIL: A Brain Storm-Based Framework for Imbalanced Text Classification. 53-64 - Jun Xu, Haifeng Wang
A Key-Phrase Aware End2end Neural Response Generation Model. 65-77 - Xinyu Jiang, Bowen Zhang, Yunming Ye, Zhenhua Liu
A Hierarchical Model with Recurrent Convolutional Neural Networks for Sequential Sentence Classification. 78-89 - Hongtao Liu, Yian Wang, Fangzhao Wu
REKER: Relation Extraction with Knowledge of Entity and Relation. 90-102 - Haitao Wang, Zhengqiu He, Jin Ma, Wenliang Chen, Min Zhang:
IPRE: A Dataset for Inter-Personal Relationship Extraction. 103-115 - Haiming Wu, Yue Zhang, Xi Jin, Yun Xue, Ziwen Wang:
Shared-Private LSTM for Multi-domain Text Classification. 116-128 - Pengcheng Liu, Lingling Mu, Hongying Zan:
Co-attention and Aggregation Based Chinese Recognizing Textual Entailment Model. 129-141 - Zefeng Du, Peijie Huang, Yuhong He, Wei Liu
A Knowledge-Gated Mechanism for Utterance Domain Classification. 142-154
Short Papers
- Zhiyuan Zhang, Wei Li, Qi Su
Automatic Translating Between Ancient Chinese and Contemporary Chinese with Limited Aligned Corpora. 157-167 - Hongyin Zhu
FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition. 168-178 - Yulai Yang, Lei Hou, Hailong Jin, Peng Zhang, Juanzi Li, Yi Huang, Min Hu:
Domain Adaptive Question Answering over Knowledge Base. 179-188 - Ruxin Tan, Jiahui Sun, Bo Su, Gongshen Liu:
Extending the Transformer with Context and Multi-dimensional Mechanism for Dialogue Response Generation. 189-199 - Haihui Li, Yun Xue, Hongya Zhao, Xiaohui Hu, Sancheng Peng:
Co-attention Networks for Aspect-Level Sentiment Analysis. 200-209 - Qiyuan Liu, Liangqing Wu, Yang Xu, Dong Zhang, Shoushan Li, Guodong Zhou
Hierarchical-Gate Multimodal Network for Human Communication Comprehension. 210-219 - Hongxi Wei, Cong Liu, Hui Zhang, Feilong Bao, Guanglai Gao:
End-to-End Model for Offline Handwritten Mongolian Word Recognition. 220-230 - Longyin Zhang, Xin Tan, Fang Kong, Guodong Zhou
A Recursive Information Flow Gated Model for RST-Style Text-Level Discourse Parsing. 231-241 - Zhongbo Yin, Shuai Wu, Yi Yin, Wei Luo, Zhunchen Luo, Yushani Tan, Xiangyu Jiao, Dong Wang:
Relation Classification in Scientific Papers Based on Convolutional Neural Network. 242-253 - Shuangzhi Wu, Dongdong Zhang, Ming Zhou:
Effective Soft-Adaptation for Neural Machine Translation. 254-264 - Haiyang Xue, Yang Feng, Di You
Neural Machine Translation with Bilingual History Involved Attention. 265-275 - Feng Jiang, Peifeng Li, Qiaoming Zhu:
Joint Modeling of Recognizing Macro Chinese Discourse Nuclearity and Relation Based on Structure and Topic Gated Semantic Network. 276-286 - Jia Wei, Shi Feng, Daling Wang, Yifei Zhang, Xiangju Li:
Attentional Neural Network for Emotion Detection in Conversations with Speaker Influence Awareness. 287-297 - Hongling Wang, Renshou Wu, Zhixu Li, Zhongqing Wang, Zhigang Chen, Guodong Zhou
Triple-Joint Modeling for Question Generation Using Cross-Task Autoencoder. 298-307 - Junsheng Kong, Yi Cai, Da Ren
Deep Multi-task Learning with Cross Connected Layer for Slot Filling. 308-317 - Hang Liu, Yujie Zhang, Meng Chen, Jinan Xu, Yufeng Chen:
A Sequence-to-Action Architecture for Character-Based Chinese Dependency Parsing with Status History. 318-326 - Fanyu Meng, Junlan Feng
A New Fine-Tuning Architecture Based on Bert for Word Relation Extraction. 327-337 - Xiang Lin, Xiangwen Liao, Tong Xu, Wenjing Pian, Kam-Fai Wong
Rumor Detection with Hierarchical Recurrent Convolutional Neural Network. 338-348 - Qiufeng Wang, Minghuan Liu, Weijia Zhang, Yuhang Guo, Tianrui Li
Automatic Proofreading in Chinese: Detect and Correct Spelling Errors in Character-Level with Deep Neural Networks. 349-359 - Xinying Qiu, Dawei Lu, Yuming Shen, Yi Cai:
Linguistic Feature Representation with Statistical Relational Learning for Readability Assessment. 360-369 - Changliang Li, Jiayu Xie, Yaoguang Xing:
Neural Classifier with Statistic Information of User and Product for Sentiment Analysis. 370-380 - Jie Zhu, Shugen Wang, Yanru Wu, Meijing Guan, Yang Feng:
A New Algorithm for Component Decomposition and Type Recognition of Tibetan Syllable. 381-392 - Qianwen Dai, Fang Kong, Qianying Dai:
Event Temporal Relation Classification Based on Graph Convolutional Networks. 393-403 - Rongtao Huang, Bowei Zou, Hongling Wang, Peifeng Li, Guodong Zhou
Event Factuality Detection in Discourse. 404-414 - Shun-Ping He, Li-Ping Mo, Di-Wen Kang:
A Multi-pattern Matching Algorithm for Chinese-Hmong Mixed Strings. 415-425 - Bihua Wang, Renfen Hu, Lijiao Yang:
Constructing the Image Graph of Tang Poetry. 426-434 - Zhihui Wang
Research on Fine-Grained Sentiment Classification. 435-444 - Kang Xiao, Xiabing Zhou, Zhongqing Wang, Xiangyu Duan, Min Zhang:
Question Generation Based Product Information. 445-455 - Bo Zhang, Zhenghua Li, Min Zhang:
Conversion and Exploitation of Dependency Treebanks with Full-Tree LSTM. 456-465 - Nuo Xu, Yinqiao Li, Chen Xu, Yanyang Li, Bei Li, Tong Xiao, Jingbo Zhu:
Analysis of Back-Translation Methods for Low-Resource Neural Machine Translation. 466-475 - Jianling Li, Shiwen Yu, Shasha Li, Jie Yu:
Multi-classification of Theses to Disciplines Based on Metadata. 476-485 - Jiaxuan Sheng, Bowei Zou, Zhengxian Gong, Yu Hong, Guodong Zhou
Chinese Event Factuality Detection. 486-496 - Yajuan Wang, Xiao Li, Yating Yang, Azmat Anwar
Research of Uyghur-Chinese Machine Translation System Combination Based on Semantic Information. 497-507 - Fangyuan Li, Huanhuan Wei, Qiangda Hao, Ruihong Zeng, Hao Shao, Wenliang Chen:
Subject Recognition in Chinese Sentences for Chatbots. 508-518 - Linyan Shi, Feilong Bao, Yonghe Wang, Guanglai Gao:
Research on Khalkha Dialect Mongolian Speech Recognition Acoustic Model Based on Weight Transfer. 519-528 - Yabing Zhu, Yanfeng Zhang, Huili Yang, Fangjing Wang:
GANCoder: An Automatic Natural Language-to-Programming Language Translation Approach Based on GAN. 529-539 - Haihua Xie, Aolin Li, Yabo Li, Jing Cheng, Zhiyou Chen, Xiaoqing Lyu, Zhi Tang:
Automatic Chinese Spelling Checking and Correction Based on Character-Based Pre-trained Contextual Representations. 540-549 - Min Lu, Feilong Bao, Guanglai Gao:
A Context-Free Spelling Correction Method for Classical Mongolian. 550-559
Explainable AI Workshop
- Feiyu Xu, Hans Uszkoreit, Yangzhou Du, Wei Fan, Dongyan Zhao, Jun Zhu:
Explainable AI: A Brief Survey on History, Research Areas, Approaches and Challenges. 563-574 - Wenli Ouyang, Yahong Zhang, Mingda Zhu, Xiuling Zhang, Hongye Chen, Yinghao Ren, Wei Fan:
Interpretable Spatial-Temporal Attention Graph Convolution Network for Service Part Hierarchical Demand Forecast. 575-586 - Zhengxuan Wu
Disentangling Latent Emotions of Word Embeddings on Complex Emotional Narratives. 587-595 - Qicheng Ding
Modeling Human Intelligence in Customer-Agent Conversation Using Fine-Grained Dialogue Acts. 596-606 - Yuze Gao, Yu Yuan:
Feature-Less End-to-End Nested Term Extraction. 607-616 - Thiago De Sousa Silveira, Hans Uszkoreit, Renlong Ai:
Using Aspect-Based Analysis for Explainable Sentiment Predictions. 617-627 - Ruiyi Li, Yangzhou Du, Zhongchao Shi, Yang Zhang, Zhiqiang He:
Discrimination Assessment for Saliency Maps. 628-636 - Haisheng Li, Wei Fan, Sheng Shi, Qiang Chou:
A Modified LIME and Its Application to Explain Service Supply Chain Forecasting. 637-644 - Lisa Raithel, Robert Schwarzenberg
Cross-lingual Neural Vector Conceptualization. 645-652
Student Workshop
- Xiao Yuan, Xi Xiong, Shenggen Ju, Zhengwen Xie, Jiawei Wang:
A Dynamic Word Representation Model Based on Deep Context. 655-664 - Jingyan Wang, Shenggen Ju, Xi Xiong, Rui Zhang, Ningning Liu:
A Category Detection Method for Evidence-Based Medicine. 665-675 - Jizheng Jia
Gender Prediction Based on Chinese Name. 676-683 - Fuyuan Ma, Wenqi Chen, Min-Hao Xiao, Xin Wang, Ying Wang:
Explanation Chains Model Based on the Fine-Grained Data. 684-698
Evaluation Workshop
- Ao Luo, Chen Su, Shengfeng Pan:
Goal-Oriented Knowledge-Driven Neural Dialog Generation System. 701-712 - Weipeng Huang, Xingyi Cheng, Taifeng Wang, Wei Chu:
BERT-Based Multi-head Selection for Joint Entity-Relation Extraction. 713-723 - Han Zhou, Chong Chen, Hao Liu, Fei Qin, Huaqing Liang:
Proactive Knowledge-Goals Dialogue System Based on Pointer Network. 724-735 - Mucheng Ren, Heyan Huang, Ran Wei, Hongyu Liu, Yu Bai, Yang Wang, Yang Gao:
Multiple Perspective Answer Reranking for Multi-passage Reading Comprehension. 736-747 - Zechang Li, Yuxuan Lai, Yuxi Xie, Yansong Feng, Dongyan Zhao:
A Sketch-Based System for Semantic Parsing. 748-759 - Xue Peng, Zhenghua Li, Min Zhang, Rui Wang, Yue Zhang, Luo Si:
Overview of the NLPCC 2019 Shared Task: Cross-Domain Dependency Parsing. 760-771 - DongLai Ge, Junhui Li, Muhua Zhu:
A Transformer-Based Semantic Parser for NLPCC-2019 Shared Task 2. 772-781 - Zhenhua Liu
A Relation Proposal Network for End-to-End Information Extraction. 782-790 - Shuangjie Li, Wei He, Yabing Shi, Wenbin Jiang, Haijin Liang, Ye Jiang, Yang Zhang, Yajuan Lyu, Yong Zhu:
DuIE: A Large-Scale Chinese Dataset for Information Extraction. 791-800 - Nan Yu, Zonglin Liu, Ranran Zhen, Tao Liu, Meishan Zhang
Domain Information Enhanced Dependency Parser. 801-810 - Nan Duan
Overview of the NLPCC 2019 Shared Task: Open Domain Semantic Parsing. 811-817 - Quan Wang, Wenquan Wu, Yabing Shi, Hongyu Li, Zhen Guo, Wei He, Hongyu Liu, Ying Chen, Yajuan Lyu, Hua Wu:
An Overview of the 2019 Language and Intelligence Challenge. 818-828 - Ying Shan, Anqi Cui, Luchen Tan, Kun Xiong:
Overview of the NLPCC 2019 Shared Task: Open Domain Conversation Evaluation. 829-834 - Zuchao Li
Cross-Domain Transfer Learning for Dependency Parsing. 835-844
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