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Asking Questions Like Educational Experts: Automatically Generating Question-Answer Pairs on Real-World Examination Data



Fanyi Qu , Xin Jia , Yunfang Wu

* Accepted as a long paper in the main conference of EMNLP 2021 

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ASAT: Adaptively Scaled Adversarial Training in Time Series



Zhiyuan Zhang , Wei Li , Ruihan Bao , Keiko Harimoto , Yunfang Wu , Xu Sun

* Accepted to be appeared in Workshop on Machine Learning in Finance (KDD-MLF) 2021 

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Enhancing Question Generation with Commonsense Knowledge



Xin Jia , Hao Wang , Dawei Yin , Yunfang Wu

* Accepted by CCL2021 

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Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge



Yi Zhang , Lei Li , Yunfang Wu , Qi Su , Xu Sun


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EQG-RACE: Examination-Type Question Generation



Xin Jia , Wenjie Zhou , Xu Sun , Yunfang Wu

* Accepted by AAAI-2021 

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Knowledge-Aware Procedural Text Understanding with Multi-Stage Training



Zhihan Zhang , Xiubo Geng , Tao Qin , Yunfang Wu , Daxin Jiang


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A Question Type Driven and Copy Loss Enhanced Frameworkfor Answer-Agnostic Neural Question Generation



Xiuyu Wu , Nan Jiang , Yunfang Wu


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Query-Variant Advertisement Text Generation with Association Knowledge



Siyu Duan , Wei Li , Cai Jing , Yancheng He , Yunfang Wu , Xu Sun


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Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks



Shu Liu , Wei Li , Yunfang Wu , Qi Su , Xu Sun


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Co-Attention Hierarchical Network: Generating Coherent Long Distractors for Reading Comprehension



Xiaorui Zhou , Senlin Luo , Yunfang Wu

* 8 pages, 3 figures. Accepted by AAAI2020 

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