TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding NAACL

Le Zhang | Zichao Yang | Diyi Yang |

Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL

Guangyi Liu | Zichao Yang | Tianhua Tao | Xiaodan Liang | Junwei Bao | Zhen Li | Xiaodong He | Shuguang Cui | Zhiting Hu |

Progressive Generation of Long Text with Pretrained Language Models NAACL

Bowen Tan | Zichao Yang | Maruan Al-Shedivat | Eric Xing | Zhiting Hu |

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification ACL

Jiaao Chen | Zichao Yang | Diyi Yang |

Local Additivity Based Data Augmentation for Semi-supervised NER EMNLP

Jiaao Chen | Zhenghui Wang | Ran Tian | Zichao Yang | Diyi Yang |

Data-to-Text Generation with Style Imitation EMNLP Findings

Shuai Lin | Wentao Wang | Zichao Yang | Xiaodan Liang | Frank F. Xu | Eric Xing | Zhiting Hu |

Let’s Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms NAACL

Diyi Yang | Jiaao Chen | Zichao Yang | Dan Jurafsky | Eduard Hovy |

Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation ACL

Zhiting Hu | Haoran Shi | Bowen Tan | Wentao Wang | Zichao Yang | Tiancheng Zhao | Junxian He | Lianhui Qin | Di Wang | Xuezhe Ma | Zhengzhong Liu | Xiaodan Liang | Wanrong Zhu | Devendra Sachan | Eric Xing |

Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation ACL WS

Zhiting Hu | Zichao Yang | Tiancheng Zhao | Haoran Shi | Junxian He | Di Wang | Xuezhe Ma | Zhengzhong Liu | Xiaodan Liang | Lianhui Qin | Devendra Singh Chaplot | Bowen Tan | Xingjiang Yu | Eric Xing |

Reference-Aware Language Models EMNLP

Zichao Yang | Phil Blunsom | Chris Dyer | Wang Ling |

Neural Machine Translation with Recurrent Attention Modeling EACL

Zichao Yang | Zhiting Hu | Yuntian Deng | Chris Dyer | Alex Smola |

Deep Neural Networks with Massive Learned Knowledge EMNLP

Zhiting Hu | Zichao Yang | Ruslan Salakhutdinov | Eric Xing |

Hierarchical Attention Networks for Document Classification NAACL

Zichao Yang | Diyi Yang | Chris Dyer | Xiaodong He | Alex Smola | Eduard Hovy |