Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Scheduled DropHead: A Regularization Method for Transformer Models

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


  Access Paper or Ask Questions

Pseudo-Bidirectional Decoding for Local Sequence Transduction

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


  Access Paper or Ask Questions

Self-Adversarial Learning with Comparative Discrimination for Text Generation

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

* ICLR 2020 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Fact-aware Sentence Split and Rephrase with Permutation Invariant Training

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

* AAAI 2020 

  Access Paper or Ask Questions

Improving Grammatical Error Correction with Machine Translation Pairs

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


  Access Paper or Ask Questions

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

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


  Access Paper or Ask Questions

Formality Style Transfer with Hybrid Textual Annotations

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


  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions