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Few-Shot Non-Parametric Learning with Deep Latent Variable Model



Zhiying Jiang , Yiqin Dai , Ji Xin , Ming Li , Jimmy Lin


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Investigating the Limitations of Transformers with Simple Arithmetic Tasks



Rodrigo Nogueira , Zhiying Jiang , Jimmy Lin


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Investigating the Limitations of the Transformers with Simple Arithmetic Tasks



Rodrigo Nogueira , Zhiying Jiang , Jimmy Lin


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Inserting Information Bottlenecks for Attribution in Transformers



Zhiying Jiang , Raphael Tang , Ji Xin , Jimmy Lin

* Accepted by EMNLP2020 Findings 

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Document Ranking with a Pretrained Sequence-to-Sequence Model



Rodrigo Nogueira , Zhiying Jiang , Jimmy Lin


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PaperRobot: Incremental Draft Generation of Scientific Ideas



Qingyun Wang , Lifu Huang , Zhiying Jiang , Kevin Knight , Heng Ji , Mohit Bansal , Yi Luan

* 12 pages. Accepted by ACL 2019 Code and resource is available at https://github.com/EagleW/PaperRobot 

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Describing a Knowledge Base



Qingyun Wang , Xiaoman Pan , Lifu Huang , Boliang Zhang , Zhiying Jiang , Heng Ji , Kevin Knight

* 12 pages. Accepted by The 11th International Conference on Natural Language Generation (INLG 2018) Code at https://github.com/EagleW/Describing_a_Knowledge_Base 

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Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond



Risheng Liu , Xin Fan , Minjun Hou , Zhiying Jiang , Zhongxuan Luo , Lei Zhang


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