Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot
Event Classification

Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event Classification

29 August 2021

Peiyi Wang

Runxin Xu

Zhifang Sui

Papers citing "Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event Classification"

9 / 9 papers shown

Title
Large Language Models are not Fair Evaluators Peiyi Wang Lei Li Liang Chen Zefan Cai Dawei Zhu Binghuai Lin Yunbo Cao Qi Liu Tianyu Liu Zhifang Sui ALM 14 505 0 29 May 2023
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade Zefan Cai Xin Zheng Tianyu Liu Xu Wang H. Meng Jiaqi Han Gang Yuan Binghuai Lin Baobao Chang Yunbo Cao 6 4 0 24 May 2023
MsPrompt: Multi-step Prompt Learning for Debiasing Few-shot Event Detection Siyuan Wang Jianming Zheng Xuejun Hu Fei Cai Chengyu Song Xueshan Luo 21 6 0 16 May 2023
Enhancing Continual Relation Extraction via Classifier Decomposition Heming Xia Peiyi Wang Tianyu Liu Binghuai Lin Yunbo Cao Zhifang Sui SLR 17 11 0 08 May 2023
Causal Interventions-based Few-Shot Named Entity Recognition Zhen Yang Yongbin Liu Chunping Ouyang CML 11 0 0 03 May 2023
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation Peiyi Wang Yifan Song Tianyu Liu Binghuai Lin Yunbo Cao Sujian Li Zhifang Sui CLL SLR 27 22 0 10 Oct 2022
Event Detection Explorer: An Interactive Tool for Event Detection Exploration Wenlong Zhang Bhagyashree Ingale Hamza Shabir Tianyi Li Tian Shi Ping Wang 12 4 0 26 Apr 2022
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling Peiyi Wang Runxin Xu Tianyu Liu Qingyu Zhou Yunbo Cao Baobao Chang Zhifang Sui 24 58 0 27 Sep 2021
HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 30 22 0 05 Mar 2020