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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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Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction


Oct 07, 2020
Mengyun Chen, Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou

* Accepted by EMNLP 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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Parallel Data Augmentation for Formality Style Transfer


May 14, 2020
Yi Zhang, Tao Ge, Xu Sun

* Accepted by ACL 2020. arXiv admin note: text overlap with arXiv:1909.06002 

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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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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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Fact-aware Sentence Split and Rephrase with Permutation Invariant Training


Feb 03, 2020
Yinuo Guo, Tao Ge, Furu Wei

* AAAI 2020 

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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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Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting


Sep 20, 2019
Yi Zhang, Tao Ge, Furu Wei, Ming Zhou, Xu Sun


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Formality Style Transfer with Hybrid Textual Annotations


Mar 15, 2019
Ruochen Xu, Tao Ge, Furu Wei


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Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study


Jul 11, 2018
Tao Ge, Furu Wei, Ming Zhou

* Substantial text overlap with "Fluency Boost Learning and Inference for Neural Grammatical Error Correction" (accepted by ACL 2018) 

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Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion


Apr 11, 2018
Yue Liu, Tao Ge, Kusum S. Mathews, Heng Ji, Deborah L. McGuinness

* Proceedings of BioNLP 15 

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Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment


Sep 27, 2016
Tao Ge, Qing Dou, Xiaoman Pan, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou

* 10 pages 

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