De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention

17 June 2021

Xianpei Han

Papers citing "De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention"

22 / 22 papers shown

Title
Constraint Multi-class Positive and Unlabeled Learning for Distantly Supervised Named Entity Recognition Yuzhe Zhang M. Cen Hong Zhang 29 0 0 07 Apr 2025
Knowledge Prompting: How Knowledge Engineers Use Large Language Models Elisavet Koutsiana Johanna Walker Michelle Nwachukwu Albert Meroño-Peñuela Elena Simperl 40 1 0 02 Aug 2024
Towards Context-Aware Emotion Recognition Debiasing from a Causal Demystification Perspective via De-confounded Training Dingkang Yang Kun Yang Haopeng Kuang Zhaoyu Chen Yuzheng Wang Lihua Zhang CML 41 4 0 06 Jul 2024
Towards Multimodal Human Intention Understanding Debiasing via Subject-Deconfounding Dingkang Yang Dongling Xiao Ke Li Yuzheng Wang Zhaoyu Chen Jinjie Wei Lihua Zhang 24 9 0 08 Mar 2024
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference Jialong Wu Linhai Zhang Deyu Zhou Guoqiang Xu CML 29 3 0 02 Mar 2024
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis Siyin Wang Jie Zhou Qin Chen Qi Zhang Tao Gui Xuanjing Huang OOD TTA 37 1 0 22 Feb 2024
Balancing the Causal Effects in Class-Incremental Learning Junhao Zheng Ruiyan Wang Chongzhi Zhang Hu Feng Qianli Ma CML CLL 31 0 0 15 Feb 2024
MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition Shuhui Wu Yongliang Shen Zeqi Tan Wenqi Ren Jietian Guo Shiliang Pu Weiming Lu 32 4 0 12 Oct 2023
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference Junhao Zheng Qianli Ma Shengjie Qiu Yue Wu Peitian Ma Junlong Liu Hu Feng Xichen Shang Haibin Chen AAML KELM CML CLL 81 15 0 19 Jun 2023
Better Sampling of Negatives for Distantly Supervised Named Entity Recognition Lu Xu Lidong Bing Wei Lu NoLa 27 2 0 22 May 2023
Causal Interventions-based Few-Shot Named Entity Recognition Zhen Yang Yongbin Liu Chunping Ouyang CML 24 0 0 03 May 2023
PromptORE -- A Novel Approach Towards Fully Unsupervised Relation Extraction Pierre-Yves Genest Pierre-Edouard Portier Elöd Egyed-Zsigmond L. Goix LRM 22 12 0 24 Mar 2023
Context De-confounded Emotion Recognition Dingkang Yang Zhaoyu Chen Yuzheng Wang Shunli Wang Mingcheng Li ... Xiao Zhao Shuai Huang Zhiyan Dong Peng Zhai Lihua Zhang CML 21 40 0 21 Mar 2023
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning Jianhua Yuan Yanyan Zhao Bing Qin 39 4 0 20 Dec 2022
Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples Chengyuan Liu Leilei Gan Kun Kuang Fei Wu 27 3 0 16 Oct 2022
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition Junhao Zheng Zhanxian Liang Haibin Chen Qianli Ma CML 72 13 0 08 Oct 2022
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning Sheng Zhang Hao Cheng Jianfeng Gao Hoifung Poon 30 47 0 30 Aug 2022
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing Nan Xu Fei Wang Bangzheng Li Mingtao Dong Muhao Chen 34 20 0 25 May 2022
Few-shot Named Entity Recognition with Self-describing Networks Jiawei Chen Qing Liu Hongyu Lin Xianpei Han Le Sun 28 44 0 23 Mar 2022
Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning Kang Zhou Yuepei Li Qi Li 19 30 0 03 Mar 2022
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention Jiawei Chen Hongyu Lin Xianpei Han Le Sun 92 27 0 13 Sep 2021
Fine-grained Entity Typing via Label Reasoning Qing Liu Hongyu Lin Xinyan Xiao Xianpei Han Le Sun Hua-Hong Wu LRM 23 28 0 13 Sep 2021