Zihang Dai

Best Publications

• Transformer-XL: Attentive Language Models beyond a Fixed-Length Context.

  Zihang Dai;Zhilin Yang;Yiming Yang;Jaime G. Carbonell

  3595
  Citations

• Unsupervised Data Augmentation for Consistency Training

  Qizhe Xie;Zihang Dai;Eduard Hovy;Minh-Thang Luong

  1799
  Citations

• CoAtNet: Marrying Convolution and Attention for All Data Sizes

  Zihang Dai;Hanxiao Liu;Quoc V. Le;Mingxing Tan

  728
  Citations

• CoAtNet: Marrying Convolution and Attention for All Data Sizes

  Zihang Dai;Hanxiao Liu;Quoc V. Le;Mingxing Tan

  726
  Citations

• Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context

  Zihang Dai;Zhilin Yang;Yiming Yang;Jaime Carbonell

  578
  Citations

• Meta Pseudo Labels

  Hieu Pham;Zihang Dai;Qizhe Xie;Quoc V. Le

  517
  Citations

• Characterizing and Avoiding Negative Transfer

  Zirui Wang;Zihang Dai;Barnabas Poczos;Jaime Carbonell

  435
  Citations

• Unsupervised Data Augmentation for Consistency Training

  Qizhe Xie;Zihang Dai;Eduard H. Hovy;Thang Luong

  397
  Citations

• SimVLM: Simple Visual Language Model Pretraining with Weak Supervision

  Zirui Wang;Jiahui Yu;Adams Wei Yu;Zihang Dai

  342
  Citations

• Good Semi-supervised Learning That Requires a Bad GAN

  Zihang Dai;Zhilin Yang;Fan Yang;William W. Cohen

  340
  Citations

• Unsupervised Data Augmentation

  Qizhe Xie;Zihang Dai;Eduard H. Hovy;Minh-Thang Luong

  216
  Citations

• SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation

  Xinyi Wang;Hieu Pham;Zihang Dai;Graham Neubig

  215
  Citations

• Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing

  Zihang Dai;Guokun Lai;Yiming Yang;Quoc V. Le

  152
  Citations

• CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases

  Zihang Dai;Lei Li;Wei Xu

  150
  Citations

• Good Semi-supervised Learning that Requires a Bad GAN

  Zihang Dai;Zhilin Yang;Fan Yang;William W. Cohen

  134
  Citations

• Large-scale Cloze Test Dataset Created by Teachers.

  Qizhe Xie;Guokun Lai;Zihang Dai;Eduard H. Hovy

  122
  Citations

• An Interpretable Knowledge Transfer Model for Knowledge Base Completion

  Qizhe Xie;Xuezhe Ma;Zihang Dai;Eduard H. Hovy

  109
  Citations

• Meta Pseudo Labels

  Hieu Pham;Zihang Dai;Qizhe Xie;Minh-Thang Luong

  102
  Citations

• Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing

  Zihang Dai;Guokun Lai;Yiming Yang;Quoc V. Le

  92
  Citations

• Calibrating Energy-based Generative Adversarial Networks

  Zihang Dai;Amjad Almahairi;Philip Bachman;Eduard H. Hovy

  86
  Citations