| One Explanation to Rule them All -- Ensemble Consistent Explanations | May 18, 2022 | Allcounterfactual | CodeCode Available | 0 |
| Model Agnostic Local Explanations of Reject | May 16, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Gradient-based Counterfactual Explanations using Tractable Probabilistic Models | May 16, 2022 | counterfactual | —Unverified | 0 |
| Sparse Visual Counterfactual Explanations in Image Space | May 16, 2022 | counterfactual | CodeCode Available | 1 |
| Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning | May 15, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Risk Sharing and the Adoption of the Euro | May 14, 2022 | counterfactual | —Unverified | 0 |
| DualCF: Efficient Model Extraction Attack from Counterfactual Explanations | May 13, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Low-variance estimation in the Plackett-Luce model via quasi-Monte Carlo sampling | May 12, 2022 | Computational Efficiencycounterfactual | —Unverified | 0 |
| Can counterfactual explanations of AI systems' predictions skew lay users' causal intuitions about the world? If so, can we correct for that? | May 12, 2022 | counterfactualMisinformation | CodeCode Available | 0 |
| Keep Your Friends Close and Your Counterfactuals Closer: Improved Learning From Closest Rather Than Plausible Counterfactual Explanations in an Abstract Setting | May 11, 2022 | counterfactualExperimental Design | CodeCode Available | 0 |
| An integrated debris environment assessment model | May 10, 2022 | counterfactualmodel | —Unverified | 0 |
| Stable Outcomes and Information in Games: An Empirical Framework | May 10, 2022 | counterfactual | —Unverified | 0 |
| Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis | May 8, 2022 | counterfactualRelation | CodeCode Available | 1 |
| Identification and Estimation of Dynamic Games with Unknown Information Structure | May 7, 2022 | counterfactual | —Unverified | 0 |
| Let's Go to the Alien Zoo: Introducing an Experimental Framework to Study Usability of Counterfactual Explanations for Machine Learning | May 6, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| SparCAssist: A Model Risk Assessment Assistant Based on Sparse Generated Counterfactuals | May 3, 2022 | counterfactualLanguage Modeling | —Unverified | 0 |
| Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning | May 1, 2022 | counterfactualQuestion Answering | —Unverified | 0 |
| ExSum: From Local Explanations to Model Understanding | Apr 30, 2022 | counterfactualmodel | CodeCode Available | 1 |
| User-controllable Recommendation Against Filter Bubbles | Apr 29, 2022 | Blockingcounterfactual | CodeCode Available | 1 |
| Counterfactual Explanations for Natural Language Interfaces | Apr 27, 2022 | counterfactualSemantic Parsing | CodeCode Available | 0 |
| Counterfactual harm | Apr 27, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset | Apr 25, 2022 | counterfactualimage-classification | CodeCode Available | 0 |
| Integrating Prior Knowledge in Post-hoc Explanations | Apr 25, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Explainable Fairness in Recommendation | Apr 24, 2022 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion | Apr 22, 2022 | counterfactualInformation Retrieval | —Unverified | 0 |
