On the Transformer Growth for Progressive BERT Training NAACL

Xiaotao Gu | Liyuan Liu | Hongkun Yu | Jing Li | Chen Chen | Jiawei Han |

Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning EMNLP

Deren Lei | Gangrong Jiang | Xiaotao Gu | Kexuan Sun | Yuning Mao | Xiang Ren |

Learning Dynamic Context Augmentation for Global Entity Linking EMNLP

Xiyuan Yang | Xiaotao Gu | Sheng Lin | Siliang Tang | Yueting Zhuang | Fei Wu | Zhigang Chen | Guoping Hu | Xiang Ren |

Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering NAACL

Bo Chen | Xiaotao Gu | Yufeng Hu | Siliang Tang | Guoping Hu | Yueting Zhuang | Xiang Ren |

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling EMNLP

Liyuan Liu | Xiang Ren | Jingbo Shang | Xiaotao Gu | Jian Peng | Jiawei Han |

Learning Named Entity Tagger using Domain-Specific Dictionary EMNLP

Jingbo Shang | Liyuan Liu | Xiaotao Gu | Xiang Ren | Teng Ren | Jiawei Han |

End-to-End Reinforcement Learning for Automatic Taxonomy Induction ACL

Yuning Mao | Xiang Ren | Jiaming Shen | Xiaotao Gu | Jiawei Han |