conftrace_

spurious correlation

279 papers

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Co-occurring keywords

causal inference (1630) domain generalization (1522) out-of-distribution generalization (408) bias mitigation (500) text classification (6793) shortcut learning (79) representation learning (6206) model robustness (480) natural language inference (1287) domain adaptation (4595)

Papers

Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection IJCNLP 2025
Mitigating Spurious Correlations via Counterfactual Contrastive Learning EMNLP 2025
Identifying and Mitigating Spurious Correlation in Multi-Task Learning CVPR 2025
Subgraph Aggregation for Out-of-Distribution Generalization on Graphs AAAI 2025
Think Twice: Test-Time Reasoning for Robust CLIP Zero-Shot Classification ICCV 2025
Gradient Extrapolation for Debiased Representation Learning ICCV 2025
DDB: Diffusion Driven Balancing to Address Spurious Correlations ICCV 2025
MAVias: Mitigate any Visual Bias ICCV 2025
The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure EMNLP 2025
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification ACL 2025
Boosting Test Performance with Importance Sampling--a Subpopulation Perspective AAAI 2025
Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025
Iterative Counterfactual Data Augmentation AAAI 2025
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification CONLL 2025
Common Sense Bias Modeling for Classification Tasks AAAI 2025
ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models IJCAI 2025
Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction IJCAI 2025
Multi-View Incongruity Learning for Multimodal Sarcasm Detection COLING 2025
Shortcut Learning in Safety: The Impact of Keyword Bias in Safeguards ACL 2025
Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of Samples CVPR 2025
Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing EMNLP 2025
Counterfactual Debiasing for Physical Audiovisual Commonsense Reasoning AAAI 2025
DiMPLe - Disentangled Multi-Modal Prompt Learning: Enhancing Out-Of-Distribution Alignment with Invariant and Spurious Feature Separation ICCV 2025
PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection ICCV 2025
Robustness to Spurious Correlations via Dynamic Knowledge Transfer IJCAI 2025