conftrace_

spurious feature

17 papers

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Co-occurring keywords

domain generalization (1522) spurious correlation (279) out-of-distribution generalization (408) model robustness (480) neural network (6616) counterfactually augmented datum (3) self-supervised learning (3777) feature learning (1311) causal inference (1630) robustness quantification (3)

Papers

Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data ACL 2026
Debiasing Reward Models via Causally Motivated Inference-Time Intervention ACL 2026
AIM: Amending Inherent Interpretability via Self-Supervised Masking ICCV 2025
Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training NIPS 2024
Causally Inspired Regularization Enables Domain General Representations AISTATS 2024
RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering ACL 2023
People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection EMNLP 2023
When and Why Does Bias Mitigation Work? EMNLP 2023
Provably Invariant Learning without Domain Information ICML 2023
Simple and Fast Group Robustness by Automatic Feature Reweighting ICML 2023
FREDIS: A Fusion Framework of Refinement and Disambiguation for Unreliable Partial Label Learning ICML 2023
Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity MLHC 2022
Hard ImageNet: Segmentations for Objects with Strong Spurious Cues NIPS 2022
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? EMNLP 2021
Editing a classifier by rewriting its prediction rules NIPS 2021
Self-training Avoids Using Spurious Features Under Domain Shift NIPS 2020
Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ACL 2018