Front Matter ....Pages I-XXIX
Front Matter ....Pages 1-1
FAQ-Based Question Answering via Knowledge Anchors (Ruobing Xie, Yanan Lu, Fen Lin, Leyu Lin)....Pages 3-15
Deep Hierarchical Attention Flow for Visual Commonsense Reasoning (Yuansheng Song, Ping Jian)....Pages 16-28
Dynamic Reasoning Network for Multi-hop Question Answering (Xiaohui Li, Yuezhong Liu, Shenggen Ju, Zhengwen Xie)....Pages 29-40
Memory Attention Neural Network for Multi-domain Dialogue State Tracking (Zihan Xu, Zhi Chen, Lu Chen, Su Zhu, Kai Yu)....Pages 41-52
Learning to Answer Word-Meaning-Explanation Questions for Chinese Gaokao Reading Comprehension (Hongye Tan, Pengpeng Qiang, Ru Li)....Pages 53-64
Enhancing Multi-turn Dialogue Modeling with Intent Information for E-Commerce Customer Service (Ruixue Liu, Meng Chen, Hang Liu, Lei Shen, Yang Song, Xiaodong He)....Pages 65-77
Robust Spoken Language Understanding with RL-Based Value Error Recovery (Chen Liu, Su Zhu, Lu Chen, Kai Yu)....Pages 78-90
A Large-Scale Chinese Short-Text Conversation Dataset (Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu et al.)....Pages 91-103
DVDGCN: Modeling Both Context-Static and Speaker-Dynamic Graph for Emotion Recognition in Multi-speaker Conversations (Shuofeng Zhao, Pengyuan Liu)....Pages 104-115
Front Matter ....Pages 117-117
Nominal Compound Chain Extraction: A New Task for Semantic-Enriched Lexical Chain (Bobo Li, Hao Fei, Yafeng Ren, Donghong Ji)....Pages 119-131
A Hybrid Model for Community-Oriented Lexical Simplification (Jiayin Song, Yingshan Shen, John Lee, Tianyong Hao)....Pages 132-144
Multimodal Aspect Extraction with Region-Aware Alignment Network (Hanqian Wu, Siliang Cheng, Jingjing Wang, Shoushan Li, Lian Chi)....Pages 145-156
NER in Threat Intelligence Domain with TSFL (Xuren Wang, Zihan Xiong, Xiangyu Du, Jun Jiang, Zhengwei Jiang, Mengbo Xiong)....Pages 157-169
Enhancing the Numeracy of Word Embeddings: A Linear Algebraic Perspective (Yuanhang Ren, Ye Du)....Pages 170-178
Is POS Tagging Necessary or Even Helpful for Neural Dependency Parsing? (Houquan Zhou, Yu Zhang, Zhenghua Li, Min Zhang)....Pages 179-191
A Span-Based Distantly Supervised NER with Self-learning (Hongli Mao, Hanlin Tang, Wen Zhang, Heyan Huang, Xian-Ling Mao)....Pages 192-203
Front Matter ....Pages 205-205
A Passage-Level Text Similarity Calculation (Ming Liu, Zihao Zheng, Bing Qin, Yitong Liu)....Pages 207-218
Using Active Learning to Improve Distantly Supervised Entity Typing in Multi-source Knowledge Bases (Bo Xu, Xiangsan Zhao, Qingxuan Kong)....Pages 219-231
TransBidiFilter: Knowledge Embedding Based on a Bidirectional Filter (Xiaobo Guo, Neng Gao, Jun Yuan, Lin Zhao, Lei Wang, Sibo Cai)....Pages 232-243
Applying Model Fusion to Augment Data for Entity Recognition in Legal Documents (Hu Zhang, Haihui Gao, Jingjing Zhou, Ru Li)....Pages 244-255
Combining Knowledge Graph Embedding and Network Embedding for Detecting Similar Mobile Applications (Weizhuo Li, Buye Zhang, Liang Xu, Meng Wang, Anyuan Luo, Yan Niu)....Pages 256-269
CMeIE: Construction and Evaluation of Chinese Medical Information Extraction Dataset (Tongfeng Guan, Hongying Zan, Xiabing Zhou, Hongfei Xu, Kunli Zhang)....Pages 270-282
Document-Level Event Subject Pair Recognition (Zhenyu Hu, Ming Liu, Yin Wu, Jiexin Xu, Bing Qin, JinLong Li)....Pages 283-293
Knowledge Enhanced Opinion Generation from an Attitude (Zhe Ye, Ruihua Song, Hao Fu, Pingping Lin, Jian-Yun Nie, Fang Li)....Pages 294-305
MTNE: A Multitext Aware Network Embedding for Predicting Drug-Drug Interaction (Fuyu Hu, Chunping Ouyang, Yongbin Liu, Yi Bu)....Pages 306-318
Front Matter ....Pages 319-319
Learning to Generate Representations for Novel Words: Mimic the OOV Situation in Training (Xiaoyu Xing, Minlong Peng, Qi Zhang, Qin Liu, Xuanjing Huang)....Pages 321-332
Reinforcement Learning for Named Entity Recognition from Noisy Data (Jing Wan, Haoming Li, Lei Hou, Juaizi Li)....Pages 333-345
Flexible Parameter Sharing Networks (Chengkai Piao, Jinmao Wei, Yapeng Zhu, Hengpeng Xu)....Pages 346-358
An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models (Zihan Zhao, Yuncong Liu, Lu Chen, Qi Liu, Rao Ma, Kai Yu)....Pages 359-371
A Survey of Sentiment Analysis Based on Machine Learning (Pingping Lin, Xudong Luo)....Pages 372-387
Front Matter ....Pages 389-389
Incorporating Named Entity Information into Neural Machine Translation (Leiying Zhou, Wenjie Lu, Jie Zhou, Kui Meng, Gongshen Liu)....Pages 391-402
Non-autoregressive Neural Machine Translation with Distortion Model (Long Zhou, Jiajun Zhang, Yang Zhao, Chengqing Zong)....Pages 403-415
Incorporating Phrase-Level Agreement into Neural Machine Translation (Mingming Yang, Xing Wang, Min Zhang, Tiejun Zhao)....Pages 416-428
Improving Unsupervised Neural Machine Translation with Dependency Relationships (Jia Xu, Na Ye, GuiPing Zhang)....Pages 429-440
Front Matter ....Pages 441-441
Incorporating Knowledge and Content Information to Boost News Recommendation (Zhen Wang, Weizhi Ma, Min Zhang, Weipeng Chen, Jingfang Xu, Yiqun Liu et al.)....Pages 443-456
Multi-domain Transfer Learning for Text Classification (Xuefeng Su, Ru Li, Xiaoli Li)....Pages 457-469
A Cross-Layer Connection Based Approach for Cross-Lingual Open Question Answering (Lin Li, Miao Kong, Dong Li, Dong Zhou)....Pages 470-481
Learning to Consider Relevance and Redundancy Dynamically for Abstractive Multi-document Summarization (Yiding Liu, Xiaoning Fan, Jie Zhou, Chenglong He, Gongshen Liu)....Pages 482-493
A Submodular Optimization-Based VAE-Transformer Framework for Paraphrase Generation (Xiaoning Fan, Danyang Liu, Xuejian Wang, Yiding Liu, Gongshen Liu, Bo Su)....Pages 494-505
MixLab: An Informative Semi-supervised Method for Multi-label Classification (Ye Qiu, Xiaolong Gong, Zhiyi Ma, Xi Chen)....Pages 506-518
A Noise Adaptive Model for Distantly Supervised Relation Extraction (Xu Huang, Bowen Zhang, Yunming Ye, Xiaojun Chen, Xutao Li)....Pages 519-530
CLTS: A New Chinese Long Text Summarization Dataset (Xiaojun Liu, Chuang Zhang, Xiaojun Chen, Yanan Cao, Jinpeng Li)....Pages 531-542
Lightweight Multiple Perspective Fusion with Information Enriching for BERT-Based Answer Selection (Yu Gu, Meng Yang, Peiqin Lin)....Pages 543-554
Stance Detection with Stance-Wise Convolution Network (Dechuan Yang, Qiyu Wu, Wei Chen, Tengjiao Wang, Zhen Qiu, Di Liu et al.)....Pages 555-567
Emotion-Cause Joint Detection: A Unified Network with Dual Interaction for Emotion Cause Analysis (Guimin Hu, Guangming Lu, Yi Zhao)....Pages 568-579
Incorporating Temporal Cues and AC-GCN to Improve Temporal Relation Classification (Xinyu Zhou, Peifeng Li, Qiaoming Zhu, Fang Kong)....Pages 580-592
Event Detection with Document Structure and Graph Modelling (Peipei Zhu, Zhongqing Wang, Hongling Wang, Shoushan Li, Guodong Zhou)....Pages 593-603
AFPun-GAN: Ambiguity-Fluency Generative Adversarial Network for Pun Generation (Yufeng Diao, Liang Yang, Xiaochao Fan, Yonghe Chu, Di Wu, Shaowu Zhang et al.)....Pages 604-616
Author Name Disambiguation Based on Rule and Graph Model (Lizhi Zhang, Zhijie Ban)....Pages 617-628
Opinion Transmission Network for Jointly Improving Aspect-Oriented Opinion Words Extraction and Sentiment Classification (Chengcan Ying, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen)....Pages 629-640
Label-Wise Document Pre-training for Multi-label Text Classification (Han Liu, Caixia Yuan, Xiaojie Wang)....Pages 641-653
Hierarchical Sequence Labeling Model for Aspect Sentiment Triplet Extraction (Peng Chen, Shaowei Chen, Jie Liu)....Pages 654-666
Knowledge-Aware Method for Confusing Charge Prediction (Xiya Cheng, Sheng Bi, Guilin Qi, Yongzhen Wang)....Pages 667-679
Front Matter ....Pages 681-681
Aggressive Language Detection with Joint Text Normalization via Adversarial Multi-task Learning (Shengqiong Wu, Hao Fei, Donghong Ji)....Pages 683-696
A Cross-Modal Classification Dataset on Social Network (Yong Hu, Heyan Huang, Anfan Chen, Xian-Ling Mao)....Pages 697-709
Sentiment Analysis on Chinese Weibo Regarding COVID-19 (Xiaoting Lyu, Zhe Chen, Di Wu, Wei Wang)....Pages 710-721
Front Matter ....Pages 723-723
Pairwise Causality Structure: Towards Nested Causality Mining on Financial Statements (Dian Chen, Yixuan Cao, Ping Luo)....Pages 725-737
Word Graph Network: Understanding Obscure Sentences on Social Media for Violation Comment Detection (Dan Ma, Haidong Liu, Dawei Song)....Pages 738-750
Data Augmentation with Reinforcement Learning for Document-Level Event Coreference Resolution (Jie Fang, Peifeng Li)....Pages 751-763
An End-to-End Multi-task Learning Network with Scope Controller for Emotion-Cause Pair Extraction (Rui Fan, Yufan Wang, Tingting He)....Pages 764-776
Clue Extraction for Fine-Grained Emotion Analysis (Hongliang Bi, Pengyuan Liu)....Pages 777-788
Multi-domain Sentiment Classification on Self-constructed Indonesian Dataset (Nankai Lin, Boyu Chen, Sihui Fu, Xiaotian Lin, Shengyi Jiang)....Pages 789-801
Extracting the Collaboration of Entity and Attribute: Gated Interactive Networks for Aspect Sentiment Analysis (Rongdi Yin, Hang Su, Bin Liang, Jiachen Du, Ruifeng Xu)....Pages 802-814
Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks (Yuncong Li, Cunxiang Yin, Sheng-hua Zhong)....Pages 815-827
SciNER: A Novel Scientific Named Entity Recognizing Framework (Tan Yan, Heyan Huang, Xian-Ling Mao)....Pages 828-839
Learning Multilingual Topics with Neural Variational Inference (Xiaobao Wu, Chunping Li, Yan Zhu, Yishu Miao)....Pages 840-851
Back Matter ....Pages 853-857