Enhancing Local Feature Extraction with Global Representation for Neural Text Classification EMNLP

Guocheng Niu | Hengru Xu | Bolei He | Xinyan Xiao | Hua Wu | Sheng GAO |

ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification ACL

Wei Jia | Dai Dai | Xinyan Xiao | Hua Wu |

Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling EMNLP

Wei Li | Xinyan Xiao | Yajuan Lyu | Yuanzhuo Wang |

Improving Neural Abstractive Document Summarization with Structural Regularization EMNLP

Wei Li | Xinyan Xiao | Yajuan Lyu | Yuanzhuo Wang |

Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension ACL

Zhen Wang | Jiachen Liu | Xinyan Xiao | Yajuan Lyu | Tian Wu |

DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications ACL WS

Wei He | Kai Liu | Jing Liu | Yajuan Lyu | Shiqi Zhao | Xinyan Xiao | Yuan Liu | Yizhong Wang | Hua Wu | Qiaoqiao She | Xuan Liu | Tian Wu | Haifeng Wang |

Max-Margin Synchronous Grammar Induction for Machine Translation EMNLP

Xinyan Xiao | Deyi Xiong |

Unsupervised Discriminative Induction of Synchronous Grammar for Machine Translation COLING

Xinyan Xiao | Deyi Xiong | Yang Liu | Qun Liu | Shouxun Lin |

A Topic Similarity Model for Hierarchical Phrase-based Translation ACL

Xinyan Xiao | Deyi Xiong | Min Zhang | Qun Liu | Shouxun Lin |

Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training EMNLP

Xinyan Xiao | Yang Liu | Qun Liu | Shouxun Lin |

Joint Tokenization and Translation COLING

Xinyan Xiao | Yang Liu | Young-Sook Hwang | Qun Liu | Shouxun Lin |

Weighted Alignment Matrices for Statistical Machine Translation EMNLP

Yang Liu | Tian Xia | Xinyan Xiao | Qun Liu |