Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious
Feature-Label Correlation

Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation

25 May 2022

Jing Liu

Papers citing "Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation"

9 / 9 papers shown

Title
BackMix: Regularizing Open Set Recognition by Removing Underlying Fore-Background Priors Yu Wang Junxian Mu Hongzhi Huang Qilong Wang Pengfei Zhu Q. Hu 55 0 0 22 Mar 2025
Analyzing the Inherent Response Tendency of LLMs: Real-World Instructions-Driven Jailbreak Yanrui Du Sendong Zhao Ming Ma Yuhan Chen Bing Qin 26 15 0 07 Dec 2023
GLS-CSC: A Simple but Effective Strategy to Mitigate Chinese STM Models' Over-Reliance on Superficial Clue Yanrui Du Sendong Zhao Yuhan Chen Rai Bai Jing Liu Huaqin Wu Haifeng Wang Bing Qin 28 2 0 08 Sep 2023
SFP: Spurious Feature-targeted Pruning for Out-of-Distribution Generalization Yingchun Wang Jingcai Guo Yi Liu Song Guo Weizhan Zhang Xiangyong Cao Qinghua Zheng AAML OODD 29 11 0 19 May 2023
SMoA: Sparse Mixture of Adapters to Mitigate Multiple Dataset Biases Yanchen Liu Jing Yang Yan Chen Jing Liu Huaqin Wu MoE 32 2 0 28 Feb 2023
Marked Attribute Bias in Natural Language Inference Hillary Dawkins 48 8 0 28 Sep 2021
Competency Problems: On Finding and Removing Artifacts in Language Data Matt Gardner William Merrill Jesse Dodge Matthew E. Peters Alexis Ross Sameer Singh Noah A. Smith 161 107 0 17 Apr 2021
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 210 138 0 23 Jan 2021
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 243 914 0 21 Apr 2018