UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost NAACL

Zhen Wu | Lijun Wu | Qi Meng | Yingce Xia | Shufang Xie | Tao Qin | Xinyu Dai | Tie-Yan Liu |

MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training Findings

Mingliang Zeng | Xu Tan | Rui Wang | Zeqian Ju | Tao Qin | Tie-Yan Liu |

DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling ACL IJCNLP

Lanqing Xue | Kaitao Song | Duocai Wu | Xu Tan | Nevin L. Zhang | Tao Qin | Wei-Qiang Zhang | Tie-Yan Liu |

FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition EMNLP Findings

Yichong Leng | Xu Tan | Rui Wang | Linchen Zhu | Jin Xu | Wenjie Liu | Linquan Liu | Xiang-Yang Li | Tao Qin | Edward Lin | Tie-Yan Liu |

mixSeq: A Simple Data Augmentation Methodfor Neural Machine Translation ACL IJCNLP IWSLT

Xueqing Wu | Yingce Xia | Jinhua Zhu | Lijun Wu | Shufang Xie | Yang Fan | Tao Qin |

Towards Interpretable Reasoning over Paragraph Effects in Situation EMNLP

Mucheng Ren | Xiubo Geng | Tao Qin | Heyan Huang | Daxin Jiang |

Unsupervised Pivot Translation for Distant Languages ACL

Yichong Leng | Xu Tan | Tao Qin | Xiang-Yang Li | Tie-Yan Liu |

Soft Contextual Data Augmentation for Neural Machine Translation ACL

Fei Gao | Jinhua Zhu | Lijun Wu | Yingce Xia | Tao Qin | Xueqi Cheng | Wengang Zhou | Tie-Yan Liu |

Depth Growing for Neural Machine Translation ACL

Lijun Wu | Yiren Wang | Yingce Xia | Fei Tian | Fei Gao | Tao Qin | Jianhuang Lai | Tie-Yan Liu |

Microsoft Research Asia’s Systems for WMT19 ACL WMT WS

Yingce Xia | Xu Tan | Fei Tian | Fei Gao | Di He | Weicong Chen | Yang Fan | Linyuan Gong | Yichong Leng | Renqian Luo | Yiren Wang | Lijun Wu | Jinhua Zhu | Tao Qin | Tie-Yan Liu |

Double Path Networks for Sequence to Sequence Learning COLING

Kaitao Song | Xu Tan | Di He | Jianfeng Lu | Tao Qin | Tie-Yan Liu |

Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter EMNLP

Lijun Wu | Xu Tan | Di He | Fei Tian | Tao Qin | Jianhuang Lai | Tie-Yan Liu |

A Study of Reinforcement Learning for Neural Machine Translation EMNLP

Lijun Wu | Fei Tian | Tao Qin | Jianhuang Lai | Tie-Yan Liu |

Efficient Sequence Learning with Group Recurrent Networks NAACL

Fei Gao | Lijun Wu | Li Zhao | Tao Qin | Xueqi Cheng | Tie-Yan Liu |

Dense Information Flow for Neural Machine Translation NAACL

Yanyao Shen | Xu Tan | Di He | Tao Qin | Tie-Yan Liu |

An Empirical Study on Learning to Rank of Tweets COLING

Yajuan Duan | Long Jiang | Tao Qin | Ming Zhou | Heung-Yeung Shum |