Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints ACL

Zhenyi Wang | Xiaoyang Wang | Bang An | Dong Yu | Changyou Chen |

Generative Semantic Hashing Enhanced via Boltzmann Machines ACL

Lin Zheng | Qinliang Su | Dinghan Shen | Changyou Chen |

Improving Adversarial Text Generation by Modeling the Distant Future ACL

Ruiyi Zhang | Changyou Chen | Zhe Gan | Wenlin Wang | Dinghan Shen | Guoyin Wang | Zheng Wen | Lawrence Carin |

Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference EMNLP

Bang An | Jie Lyu | Zhenyi Wang | Chunyuan Li | Changwei Hu | Fei Tan | Ruiyi Zhang | Yifan Hu | Changyou Chen |

Semantic Matching for Sequence-to-Sequence Learning EMNLP Findings

Ruiyi Zhang | Changyou Chen | Xinyuan Zhang | Ke Bai | Lawrence Carin |

Implicit Deep Latent Variable Models for Text Generation EMNLP

Le Fang | Chunyuan Li | Jianfeng Gao | Wen Dong | Changyou Chen |

Document Hashing with Mixture-Prior Generative Models EMNLP

Wei Dong | Qinliang Su | Dinghan Shen | Changyou Chen |

Topic-Guided Variational Auto-Encoder for Text Generation NAACL

Wenlin Wang | Zhe Gan | Hongteng Xu | Ruiyi Zhang | Guoyin Wang | Dinghan Shen | Changyou Chen | Lawrence Carin |

Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling ACL

Zhe Gan | Chunyuan Li | Changyou Chen | Yunchen Pu | Qinliang Su | Lawrence Carin |