Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training ACL

Zhenyu Zhang | Lei Shen | Yuming Zhao | Meng Chen | Xiaodong He |

Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph ACL

Yanzeng Li | Jiangxia Cao | Xin Cong | Zhenyu Zhang | Bowen Yu | Hongsong Zhu | Tingwen Liu |

Label Anchored Contrastive Learning for Language Understanding NAACL

Zhenyu Zhang | Yuming Zhao | Meng Chen | Xiaodong He |

ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding F i n d i n g s - E M N L P

Qiming Peng | Yinxu Pan | Wenjin Wang | Bin Luo | Zhenyu Zhang | Zhengjie Huang | Yuhui Cao | Weichong Yin | Yongfeng Chen | Yin Zhang | Shikun Feng | Yu Sun | Hao Tian | Hua Wu | Haifeng Wang |

From What to Why: Improving Relation Extraction with Rationale Graph Findings

Zhenyu Zhang | Bowen Yu | Xiaobo Shu | Xue Mengge | Tingwen Liu | Li Guo |

Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning EMNLP

Xinghua Zhang | Bowen Yu | Tingwen Liu | Zhenyu Zhang | Jiawei Sheng | Xue Mengge | Hongbo Xu |

Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning EMNLP Findings

Xinghua Zhang | Bowen Yu | Tingwen Liu | Zhenyu Zhang | Jiawei Sheng | Xue Mengge | Hongbo Xu |

Learning to Prune Dependency Trees with Rethinking for Neural Relation Extraction COLING

Bowen Yu | Xue Mengge | Zhenyu Zhang | Tingwen Liu | Wang Yubin | Bin Wang |

Document-level Relation Extraction with Dual-tier Heterogeneous Graph COLING

Zhenyu Zhang | Bowen Yu | Xiaobo Shu | Tingwen Liu | Hengzhu Tang | Wang Yubin | Li Guo |

Coarse-to-Fine Pre-training for Named Entity Recognition EMNLP

Xue Mengge | Bowen Yu | Zhenyu Zhang | Tingwen Liu | Yue Zhang | Bin Wang |

Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation EMNLP Findings

Shiyao Cui | Bowen Yu | Tingwen Liu | Zhenyu Zhang | Xuebin Wang | Jinqiao Shi |