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NLPCC 2020: Zhengzhou, China - Part I
- Xiaodan Zhu, Min Zhang, Yu Hong, Ruifang He:
Natural Language Processing and Chinese Computing - 9th CCF International Conference, NLPCC 2020, Zhengzhou, China, October 14-18, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12430, Springer 2020, ISBN 978-3-030-60449-3
Oral - Conversational Bot/QA
- Ruobing Xie, Yanan Lu, Fen Lin, Leyu Lin:
FAQ-Based Question Answering via Knowledge Anchors. 3-15 - Yuansheng Song, Ping Jian:
Deep Hierarchical Attention Flow for Visual Commonsense Reasoning. 16-28 - Xiaohui Li, Yuezhong Liu, Shenggen Ju, Zhengwen Xie:
Dynamic Reasoning Network for Multi-hop Question Answering. 29-40 - Zihan Xu, Zhi Chen, Lu Chen, Su Zhu, Kai Yu:
Memory Attention Neural Network for Multi-domain Dialogue State Tracking. 41-52 - Hongye Tan, Pengpeng Qiang, Ru Li:
Learning to Answer Word-Meaning-Explanation Questions for Chinese Gaokao Reading Comprehension. 53-64 - Ruixue Liu, Meng Chen, Hang Liu, Lei Shen, Yang Song, Xiaodong He:
Enhancing Multi-turn Dialogue Modeling with Intent Information for E-Commerce Customer Service. 65-77 - Chen Liu, Su Zhu, Lu Chen, Kai Yu:
Robust Spoken Language Understanding with RL-Based Value Error Recovery. 78-90 - Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang:
A Large-Scale Chinese Short-Text Conversation Dataset. 91-103 - Shuofeng Zhao, Pengyuan Liu:
DVDGCN: Modeling Both Context-Static and Speaker-Dynamic Graph for Emotion Recognition in Multi-speaker Conversations. 104-115
Fundamentals of NLP
- Bobo Li, Hao Fei, Yafeng Ren, Donghong Ji:
Nominal Compound Chain Extraction: A New Task for Semantic-Enriched Lexical Chain. 119-131 - Jiayin Song, Yingshan Shen, John Lee
, Tianyong Hao:
A Hybrid Model for Community-Oriented Lexical Simplification. 132-144 - Hanqian Wu
Multimodal Aspect Extraction with Region-Aware Alignment Network. 145-156 - Xuren Wang, Zihan Xiong, Xiangyu Du, Jun Jiang, Zhengwei Jiang, Mengbo Xiong:
NER in Threat Intelligence Domain with TSFL. 157-169 - Yuanhang Ren, Ye Du:
Enhancing the Numeracy of Word Embeddings: A Linear Algebraic Perspective. 170-178 - Houquan Zhou
Is POS Tagging Necessary or Even Helpful for Neural Dependency Parsing? 179-191 - Hongli Mao, Hanlin Tang, Wen Zhang, Heyan Huang, Xian-Ling Mao:
A Span-Based Distantly Supervised NER with Self-learning. 192-203
Knowledge Base, Graphs and Semantic Web
- Ming Liu, Zihao Zheng, Bing Qin, Yitong Liu:
A Passage-Level Text Similarity Calculation. 207-218 - Bo Xu, Xiangsan Zhao, Qingxuan Kong:
Using Active Learning to Improve Distantly Supervised Entity Typing in Multi-source Knowledge Bases. 219-231 - Xiaobo Guo, Neng Gao, Jun Yuan, Lin Zhao, Lei Wang, Sibo Cai:
TransBidiFilter: Knowledge Embedding Based on a Bidirectional Filter. 232-243 - Hu Zhang, Haihui Gao, Jingjing Zhou, Ru Li:
Applying Model Fusion to Augment Data for Entity Recognition in Legal Documents. 244-255 - Weizhuo Li, Buye Zhang, Liang Xu, Meng Wang, Anyuan Luo, Yan Niu:
Combining Knowledge Graph Embedding and Network Embedding for Detecting Similar Mobile Applications. 256-269 - Tongfeng Guan, Hongying Zan, Xiabing Zhou, Hongfei Xu, Kunli Zhang:
CMeIE: Construction and Evaluation of Chinese Medical Information Extraction Dataset. 270-282 - Zhenyu Hu, Ming Liu, Yin Wu, Jiexin Xu, Bing Qin, Jinlong Li:
Document-Level Event Subject Pair Recognition. 283-293 - Zhe Ye, Ruihua Song, Hao Fu, Pingping Lin, Jian-Yun Nie
Knowledge Enhanced Opinion Generation from an Attitude. 294-305 - Fuyu Hu, Chunping Ouyang, Yongbin Liu, Yi Bu:
MTNE: A Multitext Aware Network Embedding for Predicting Drug-Drug Interaction. 306-318
Machine Learning for NLP
- Xiaoyu Xing, Minlong Peng, Qi Zhang, Qin Liu
Learning to Generate Representations for Novel Words: Mimic the OOV Situation in Training. 321-332 - Jing Wan, Haoming Li, Lei Hou
Reinforcement Learning for Named Entity Recognition from Noisy Data. 333-345 - Chengkai Piao, Jinmao Wei, Yapeng Zhu, Hengpeng Xu:
Flexible Parameter Sharing Networks. 346-358 - Zihan Zhao
An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models. 359-371 - Pingping Lin, Xudong Luo:
A Survey of Sentiment Analysis Based on Machine Learning. 372-387
Machine Translation and Multilinguality
- Leiying Zhou
Incorporating Named Entity Information into Neural Machine Translation. 391-402 - Long Zhou, Jiajun Zhang, Yang Zhao, Chengqing Zong:
Non-autoregressive Neural Machine Translation with Distortion Model. 403-415 - Mingming Yang
Incorporating Phrase-Level Agreement into Neural Machine Translation. 416-428 - Jia Xu, Na Ye, Guiping Zhang:
Improving Unsupervised Neural Machine Translation with Dependency Relationships. 429-440
NLP Applications
- Zhen Wang, Weizhi Ma, Min Zhang, Weipeng Chen, Jingfang Xu, Yiqun Liu, Shaoping Ma:
Incorporating Knowledge and Content Information to Boost News Recommendation. 443-456 - Xuefeng Su
Multi-domain Transfer Learning for Text Classification. 457-469 - Lin Li, Miao Kong, Dong Li, Dong Zhou:
A Cross-Layer Connection Based Approach for Cross-Lingual Open Question Answering. 470-481 - Yiding Liu
Learning to Consider Relevance and Redundancy Dynamically for Abstractive Multi-document Summarization. 482-493 - Xiaoning Fan
A Submodular Optimization-Based VAE-Transformer Framework for Paraphrase Generation. 494-505 - Ye Qiu, Xiaolong Gong, Zhiyi Ma, Xi Chen:
MixLab: An Informative Semi-supervised Method for Multi-label Classification. 506-518 - Xu Huang, Bowen Zhang, Yunming Ye, Xiaojun Chen, Xutao Li:
A Noise Adaptive Model for Distantly Supervised Relation Extraction. 519-530 - Xiaojun Liu, Chuang Zhang, Xiaojun Chen, Yanan Cao, Jinpeng Li:
CLTS: A New Chinese Long Text Summarization Dataset. 531-542 - Yu Gu
Lightweight Multiple Perspective Fusion with Information Enriching for BERT-Based Answer Selection. 543-554 - Dechuan Yang, Qiyu Wu, Wei Chen, Tengjiao Wang, Zhen Qiu, Di Liu, Yingbao Cui:
Stance Detection with Stance-Wise Convolution Network. 555-567 - Guimin Hu, Guangming Lu, Yi Zhao:
Emotion-Cause Joint Detection: A Unified Network with Dual Interaction for Emotion Cause Analysis. 568-579 - Xinyu Zhou, Peifeng Li, Qiaoming Zhu, Fang Kong:
Incorporating Temporal Cues and AC-GCN to Improve Temporal Relation Classification. 580-592 - Peipei Zhu, Zhongqing Wang, Hongling Wang, Shoushan Li, Guodong Zhou
Event Detection with Document Structure and Graph Modelling. 593-603 - Yufeng Diao, Liang Yang, Xiaochao Fan, Yonghe Chu, Di Wu, Shaowu Zhang, Hongfei Lin:
AFPun-GAN: Ambiguity-Fluency Generative Adversarial Network for Pun Generation. 604-616 - Lizhi Zhang, Zhijie Ban:
Author Name Disambiguation Based on Rule and Graph Model. 617-628 - Chengcan Ying, Zhen Wu, Xinyu Dai
Opinion Transmission Network for Jointly Improving Aspect-Oriented Opinion Words Extraction and Sentiment Classification. 629-640 - Han Liu, Caixia Yuan, Xiaojie Wang:
Label-Wise Document Pre-training for Multi-label Text Classification. 641-653 - Peng Chen, Shaowei Chen, Jie Liu:
Hierarchical Sequence Labeling Model for Aspect Sentiment Triplet Extraction. 654-666 - Xiya Cheng, Sheng Bi, Guilin Qi, Yongzhen Wang
Knowledge-Aware Method for Confusing Charge Prediction. 667-679
Social Media and Network
- Shengqiong Wu, Hao Fei, Donghong Ji:
Aggressive Language Detection with Joint Text Normalization via Adversarial Multi-task Learning. 683-696 - Yong Hu, Heyan Huang, Anfan Chen, Xian-Ling Mao:
A Cross-Modal Classification Dataset on Social Network. 697-709 - Xiaoting Lyu, Zhe Chen, Di Wu, Wei Wang:
Sentiment Analysis on Chinese Weibo Regarding COVID-19. 710-721
Text Mining
- Dian Chen
Pairwise Causality Structure: Towards Nested Causality Mining on Financial Statements. 725-737 - Dan Ma
Word Graph Network: Understanding Obscure Sentences on Social Media for Violation Comment Detection. 738-750 - Jie Fang, Peifeng Li:
Data Augmentation with Reinforcement Learning for Document-Level Event Coreference Resolution. 751-763 - Rui Fan
An End-to-End Multi-task Learning Network with Scope Controller for Emotion-Cause Pair Extraction. 764-776 - Hongliang Bi, Pengyuan Liu:
Clue Extraction for Fine-Grained Emotion Analysis. 777-788 - Nankai Lin, Boyu Chen, Sihui Fu, Xiaotian Lin, Shengyi Jiang:
Multi-domain Sentiment Classification on Self-constructed Indonesian Dataset. 789-801 - Rongdi Yin, Hang Su, Bin Liang, Jiachen Du, Ruifeng Xu:
Extracting the Collaboration of Entity and Attribute: Gated Interactive Networks for Aspect Sentiment Analysis. 802-814 - Yuncong Li
Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks. 815-827 - Tan Yan, Heyan Huang, Xian-Ling Mao:
SciNER: A Novel Scientific Named Entity Recognizing Framework. 828-839 - Xiaobao Wu
Learning Multilingual Topics with Neural Variational Inference. 840-851
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