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Meta Learning for Knowledge Distillation


Jun 08, 2021
Wangchunshu Zhou, Canwen Xu, Julian McAuley


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Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial Training


May 31, 2021
Wangchunshu Zhou, Qifei Li, Chenle Li

* ACL 2021 

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Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge


Apr 06, 2021
Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian McAuley, Furu Wei

* NAACL 2021 

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Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting


Jan 02, 2021
Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei


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Towards Interpretable Natural Language Understanding with Explanations as Latent Variables


Oct 24, 2020
Wangchunshu Zhou, Jinyi Hu, Hanlin Zhang, Xiaodan Liang, Maosong Sun, Chenyan Xiong, Jian Tang


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Connecting the Dots Between Fact Verification and Fake News Detection


Oct 11, 2020
Qifei Li, Wangchunshu Zhou

* Accepted to COLING 2020 

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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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Scheduled DropHead: A Regularization Method for Transformer Models


Apr 28, 2020
Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou


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Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models


Feb 12, 2020
Wangchunshu Zhou, Ke Xu

* AAAI 2020 

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Pseudo-Bidirectional Decoding for Local Sequence Transduction


Feb 12, 2020
Wangchunshu Zhou, Tao Ge, Ke Xu


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Self-Adversarial Learning with Comparative Discrimination for Text Generation


Feb 12, 2020
Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou

* ICLR 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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Improving Grammatical Error Correction with Machine Translation Pairs


Nov 07, 2019
Wangchunshu Zhou, Tao Ge, Chang Mu, Ke Xu, Furu Wei, Ming Zhou


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