| Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting | Feb 16, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning | Feb 16, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| DCMT: A Direct Entire-Space Causal Multi-Task Framework for Post-Click Conversion Estimation | Feb 13, 2023 | counterfactualMulti-Task Learning | —Unverified | 0 |
| Counter-GAP: Counterfactual Bias Evaluation through Gendered Ambiguous Pronouns | Feb 11, 2023 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Debiasing Recommendation by Learning Identifiable Latent Confounders | Feb 10, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| CREDENCE: Counterfactual Explanations for Document Ranking | Feb 10, 2023 | counterfactualDocument Ranking | —Unverified | 0 |
| Two-step counterfactual generation for OOD examples | Feb 10, 2023 | counterfactualOut of Distribution (OOD) Detection | —Unverified | 0 |
| Mind the Gap! Bridging Explainable Artificial Intelligence and Human Understanding with Luhmann's Functional Theory of Communication | Feb 7, 2023 | counterfactualDiversity | —Unverified | 0 |
| Towards Meaningful Anomaly Detection: The Effect of Counterfactual Explanations on the Investigation of Anomalies in Multivariate Time Series | Feb 7, 2023 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| In Search of Insights, Not Magic Bullets: Towards Demystification of the Model Selection Dilemma in Heterogeneous Treatment Effect Estimation | Feb 6, 2023 | counterfactualHeterogeneous Treatment Effect Estimation | CodeCode Available | 0 |
