A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition F i n d i n g s - A C L

Limao Xiong | Jie Zhou | Qunxi Zhu | Xiao Wang | Yuanbin Wu | Qi Zhang | Tao Gui | Xuanjing Huang | Jin Ma | Ying Shan |

Orthogonal Subspace Learning for Language Model Continual Learning F i n d i n g s - E M N L P

Xiao Wang | Tianze Chen | Qiming Ge | Han Xia | Rong Bao | Rui Zheng | Qi Zhang | Tao Gui | Xuanjing Huang |

Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model F i n d i n g s - A C L

Xiao Wang | Weikang Zhou | Qi Zhang | Jie Zhou | SongYang Gao | Junzhe Wang | Menghan Zhang | Xiang Gao | Yun Wen Chen | Tao Gui |

Effective Contrastive Weighting for Dense Query Expansion ACL

Xiao Wang | Sean MacAvaney | Craig Macdonald | Iadh Ounis |

DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization ACL

SongYang Gao | Shihan Dou | Yan Liu | Xiao Wang | Qi Zhang | Zhongyu Wei | Jin Ma | Ying Shan |

MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective ACL

Xiao Wang | Shihan Dou | Limao Xiong | Yicheng Zou | Qi Zhang | Tao Gui | Liang Qiao | Zhanzhan Cheng | Xuanjing Huang |

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL IJCNLP

Xiao Wang | Qin Liu | Tao Gui | Qi Zhang | Yicheng Zou | Xin Zhou | Jiacheng Ye | Yongxin Zhang | Rui Zheng | Zexiong Pang | Qinzhuo Wu | Zhengyan Li | Chong Zhang | Ruotian Ma | Zichu Fei | Ruijian Cai | Jun Zhao | Xingwu Hu | Zhiheng Yan | Yiding Tan | Yuan Hu | Qiyuan Bian | Zhihua Liu | Shan Qin | Bolin Zhu | Xiaoyu Xing | Jinlan Fu | Yue Zhang | Minlong Peng | Xiaoqing Zheng | Yaqian Zhou | Zhongyu Wei | Xipeng Qiu | Xuanjing Huang |

Cross-Lingual Document Retrieval with Smooth Learning COLING

Jiapeng Liu | Xiao Zhang | Dan Goldwasser | Xiao Wang |