Targeted Adversarial Training for Natural Language Understanding NAACL

Lis Pereira | Xiaodong Liu | Hao Cheng | Hoifung Poon | Jianfeng Gao | Ichiro Kobayashi |

Posterior Differential Regularization with f-divergence for Improving Model Robustness NAACL

Hao Cheng | Xiaodong Liu | Lis Pereira | Yaoliang Yu | Jianfeng Gao |

UnitedQA: A Hybrid Approach for Open Domain Question Answering ACL IJCNLP

Hao Cheng | Yelong Shen | Xiaodong Liu | Pengcheng He | Weizhu Chen | Jianfeng Gao |

Dialogue State Tracking with a Language Model using Schema-Driven Prompting EMNLP

Chia-Hsuan Lee | Hao Cheng | Mari Ostendorf |

Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering ACL

Hao Cheng | Ming-Wei Chang | Kenton Lee | Kristina Toutanova |

The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ACL

Xiaodong Liu | Yu Wang | Jianshu Ji | Hao Cheng | Xueyun Zhu | Emmanuel Awa | Pengcheng He | Weizhu Chen | Hoifung Poon | Guihong Cao | Jianfeng Gao |

Train Once, and Decode As You Like COLING

Chao Tian | Yifei Wang | Hao Cheng | Yijiang Lian | Zhihua Zhang |

A Dynamic Speaker Model for Conversational Interactions NAACL

Hao Cheng | Hao Fang | Mari Ostendorf |

Sounding Board: A User-Centric and Content-Driven Social Chatbot NAACL

Hao Fang | Hao Cheng | Maarten Sap | Elizabeth Clark | Ari Holtzman | Yejin Choi | Noah A. Smith | Mari Ostendorf |

A Factored Neural Network Model for Characterizing Online Discussions in Vector Space EMNLP

Hao Cheng | Hao Fang | Mari Ostendorf |

Bi-directional Attention with Agreement for Dependency Parsing EMNLP

Hao Cheng | Hao Fang | Xiaodong He | Jianfeng Gao | Li Deng |

Learning Latent Local Conversation Modes for Predicting Comment Endorsement in Online Discussions SocialNLP WS

Hao Fang | Hao Cheng | Mari Ostendorf |

Open-Domain Name Error Detection using a Multi-Task RNN EMNLP

Hao Cheng | Hao Fang | Mari Ostendorf |

Language Models for Image Captioning: The Quirks and What Works ACL IJCNLP

Jacob Devlin | Hao Cheng | Hao Fang | Saurabh Gupta | Li Deng | Xiaodong He | Geoffrey Zweig | Margaret Mitchell |