Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix ACL

Bingfeng Luo | Yansong Feng | Zheng Wang | Zhanxing Zhu | Songfang Huang | Rui Yan | Dongyan Zhao |

Hybrid Question Answering over Knowledge Base and Free Text COLING

Kun Xu | Yansong Feng | Songfang Huang | Dongyan Zhao |

Question Answering on Freebase via Relation Extraction and Textual Evidence ACL

Kun Xu | Siva Reddy | Yansong Feng | Songfang Huang | Dongyan Zhao |

Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling EMNLP

Kun Xu | Yansong Feng | Songfang Huang | Dongyan Zhao |

Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases ACL IJCNLP

Sheng Zhang | Yansong Feng | Songfang Huang | Kun Xu | Zhe Han | Dongyan Zhao |

Joint Inference for Knowledge Base Population EMNLP

Liwei Chen | Yansong Feng | Jinghui Mo | Songfang Huang | Dongyan Zhao |

Encoding Relation Requirements for Relation Extraction via Joint Inference ACL

Liwei Chen | Yansong Feng | Songfang Huang | Yong Qin | Dongyan Zhao |