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Label-Smoothed Backdoor Attack



Minlong Peng , Zidi Xiong , Mingming Sun , Ping Li

* Backdoor Attack 

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TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing



Tao Gui , Xiao Wang , Qi Zhang , Qin Liu , Yicheng Zou , Xin Zhou , Rui Zheng , Chong Zhang , Qinzhuo Wu , Jiacheng Ye , Zexiong Pang , Yongxin Zhang , Zhengyan Li , Ruotian Ma , Zichu Fei , Ruijian Cai , Jun Zhao , Xinwu Hu , Zhiheng Yan , Yiding Tan , Yuan Hu , Qiyuan Bian , Zhihua Liu , Bolin Zhu , Shan Qin , Xiaoyu Xing , Jinlan Fu , Yue Zhang , Minlong Peng , Xiaoqing Zheng , Yaqian Zhou , Zhongyu Wei , Xipeng Qiu , Xuanjing Huang


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Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling



Yicheng Zou , Lujun Zhao , Yangyang Kang , Jun Lin , Minlong Peng , Zhuoren Jiang , Changlong Sun , Qi Zhang , Xuanjing Huang , Xiaozhong Liu

* Accepted by AAAI 2021, 9 pages 

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Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis



Minlong Peng , Qi Zhang , Xuanjing Huang

* Address the problem of the domain-invariant representation learning framework under target shift 

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Simplify the Usage of Lexicon in Chinese NER



Minlong Peng , Ruotian Ma , Qi Zhang , Xuanjing Huang

* Use Lexicon for Chinese NER as simply as possible 

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Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning



Minlong Peng , Xiaoyu Xing , Qi Zhang , Jinlan Fu , Xuanjing Huang

* to appear at ACL 2019 (revise expression of equation (4)) 

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Learning Task-specific Representation for Novel Words in Sequence Labeling



Minlong Peng , Qi Zhang , Xiaoyu Xing , Tao Gui , Jinlan Fu , Xuanjing Huang

* This work has been accepted by IJCAI 2019 

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Address Instance-level Label Prediction in Multiple Instance Learning



Minlong Peng , Qi Zhang

* This work address Multiple Instance Learning 

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