Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER ACL

Ruotian Ma | Xuanting Chen | Zhang Lin | Xin Zhou | Junzhe Wang | Tao Gui | Qi Zhang | Xiang Gao | Yun Wen Chen |

Coarse-to-fine Few-shot Learning for Named Entity Recognition F i n d i n g s - A C L

Ruotian Ma | Zhang Lin | Xuanting Chen | Xin Zhou | Junzhe Wang | Tao Gui | Qi Zhang | Xiang Gao | Yun Wen Chen |

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 |

Open Set Relation Extraction via Unknown-Aware Training ACL

Jun Zhao | Xin Zhao | WenYu Zhan | Qi Zhang | Tao Gui | Zhongyu Wei | Yun Wen Chen | Xiang Gao | Xuanjing Huang |