| Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates | Dec 5, 2021 | counterfactualDiversity | —Unverified | 0 |
| Counterfactual Fairness in Mortgage Lending via Matching and Randomization | Dec 3, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization | Dec 2, 2021 | counterfactualImage Generation | CodeCode Available | 1 |
| Counterfactual Explanations via Latent Space Projection and Interpolation | Dec 2, 2021 | Binary Classificationcounterfactual | —Unverified | 0 |
| Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems | Dec 2, 2021 | Adversarial Robustnesscounterfactual | —Unverified | 0 |
| Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis | Dec 2, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Inducing Causal Structure for Interpretable Neural Networks | Dec 1, 2021 | counterfactualData Augmentation | CodeCode Available | 1 |
| SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes | Dec 1, 2021 | counterfactual | CodeCode Available | 1 |
| Generating High-Quality Explanations for Navigation in Partially-Revealed Environments | Dec 1, 2021 | counterfactualExplanation Generation | CodeCode Available | 0 |
| Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models | Nov 29, 2021 | counterfactual | —Unverified | 0 |
| DeDUCE: Generating Counterfactual Explanations Efficiently | Nov 29, 2021 | counterfactual | CodeCode Available | 0 |
| Multi-objective Explanations of GNN Predictions | Nov 29, 2021 | counterfactualDecision Making | —Unverified | 0 |
| MCCE: Monte Carlo sampling of realistic counterfactual explanations | Nov 18, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Growth, Inequality and Declining Business Dynamism in a Unified Schumpeter Mark I + II Model | Nov 17, 2021 | counterfactual | —Unverified | 0 |
| STEEX: Steering Counterfactual Explanations with Semantics | Nov 17, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Retrieval-guided Counterfactual Generation for QA | Nov 16, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models | Nov 16, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Measuring Fairness of Text Classifiers via Prediction Sensitivity | Nov 16, 2021 | Attributecounterfactual | —Unverified | 0 |
| DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation | Nov 16, 2021 | counterfactualDomain Adaptation | —Unverified | 0 |
| CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions | Nov 16, 2021 | counterfactualDescriptive | —Unverified | 0 |
| Causal policy ranking | Nov 16, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Counterfactual Temporal Point Processes | Nov 15, 2021 | counterfactualPoint Processes | CodeCode Available | 1 |
| Explainable AI for Psychological Profiling from Digital Footprints: A Case Study of Big Five Personality Predictions from Spending Data | Nov 12, 2021 | counterfactualExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Learning Generalized Gumbel-max Causal Mechanisms | Nov 11, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Counterfactual Explanations for Models of Code | Nov 10, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |