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 |

Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder EMNLP

Shuqi Lu | Di He | Chenyan Xiong | Guolin Ke | Waleed Malik | Zhicheng Dou | Paul Bennett | Tie-Yan Liu | Arnold Overwijk |

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 |

SimulSpeech: End-to-End Simultaneous Speech to Text Translation ACL

Yi Ren | Jinglin Liu | Xu Tan | Chen Zhang | Tao QIN | Zhou Zhao | Tie-Yan Liu |

A Study of Non-autoregressive Model for Sequence Generation ACL

Yi Ren | Jinglin Liu | Xu Tan | Zhou Zhao | sheng zhao | Tie-Yan Liu |

SEEK: Segmented Embedding of Knowledge Graphs ACL

Wentao Xu | Shun Zheng | Liang He | Bin Shao | Jian Yin | Tie-Yan Liu |

Multilingual Neural Machine Translation with Language Clustering EMNLP

Xu Tan | Jiale Chen | Di He | Yingce Xia | Tao QIN | Tie-Yan Liu |

Exploiting Monolingual Data at Scale for Neural Machine Translation EMNLP

Lijun Wu | Yiren Wang | Yingce Xia | Tao QIN | Jianhuang Lai | Tie-Yan Liu |

Machine Translation With Weakly Paired Documents EMNLP

Lijun Wu | Jinhua Zhu | Di He | Fei Gao | Tao QIN | Jianhuang Lai | Tie-Yan Liu |

Hint-Based Training for Non-Autoregressive Machine Translation EMNLP

Zhuohan Li | Zi Lin | Di He | Fei Tian | Tao QIN | Liwei WANG | Tie-Yan Liu |

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 |

Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding EMNLP

Huazheng Wang | Fei Tian | Bin Gao | Chengjieren Zhu | Jiang Bian | Tie-Yan Liu |

Co-learning of Word Representations and Morpheme Representations COLING

Siyu Qiu | Qing Cui | Jiang Bian | Bin Gao | Tie-Yan Liu |

A Probabilistic Model for Learning Multi-Prototype Word Embeddings COLING

Fei Tian | Hanjun Dai | Jiang Bian | Bin Gao | Rui Zhang | Enhong Chen | Tie-Yan Liu |