Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification COLING

Juan Li | Ruoxu Wang | Ningyu Zhang | Wen Zhang | Fan Yang | Huajun Chen |

Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction COLING

Haiyang Yu | Ningyu Zhang | Shumin Deng | Hongbin Ye | Wei Zhang | Huajun Chen |

Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention EMNLP Findings

Ningyu Zhang | Shumin Deng | Juan Li | Xi Chen | Wei Zhang | Huajun Chen |

OpenUE: An Open Toolkit of Universal Extraction from Text EMNLP

Ningyu Zhang | Shumin Deng | Zhen Bi | Haiyang Yu | Jiacheng Yang | Mosha Chen | Fei Huang | Wei Zhang | Huajun Chen |

Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks NAACL

Ningyu Zhang | Shumin Deng | Zhanlin Sun | Guanying Wang | Xi Chen | Wei Zhang | Huajun Chen |

Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction EMNLP

Ningyu Zhang | Shumin Deng | Zhanling Sun | Xi Chen | Wei Zhang | Huajun Chen |