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BERT Loses Patience: Fast and Robust Inference with Early Exit

Jun 29, 2020
Wangchunshu Zhou, Canwen Xu, Tao Ge, Julian McAuley, Ke Xu, Furu Wei

* 13 pages 

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MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization

May 23, 2020
Canwen Xu, Jiaxin Pei, Hongtao Wu, Yiyu Liu, Chenliang Li

* Accepted as a long paper at ACL 2020 

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BERT-of-Theseus: Compressing BERT by Progressive Module Replacing

Feb 10, 2020
Canwen Xu, Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou

* 11 pages; typo fixed 

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Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders

Nov 10, 2019
Yu Duan, Jiaxin Pei, Canwen Xu, Chenliang Li


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Exploiting Multiple Embeddings for Chinese Named Entity Recognition

Aug 28, 2019
Canwen Xu, Feiyang Wang, Jialong Han, Chenliang Li

* accepted at CIKM 2019 

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Obj-GloVe: Scene-Based Contextual Object Embedding

Jul 02, 2019
Canwen Xu, Zhenzhong Chen, Chenliang Li

* 14 pages; not the final version 

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DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets

Jan 24, 2019
Canwen Xu, Jing Li, Xiangyang Luo, Jiaxin Pei, Chenliang Li, Donghong Ji

* 7 pages, 4 figures, accepted by The Web Conf (WWW) 2019; minor footnote update 

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