| Social Commonsense Reasoning with Multi-Head Knowledge Attention | Oct 12, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Kernel Methods for Causal Functions: Dose, Heterogeneous, and Incremental Response Curves | Oct 10, 2020 | counterfactualregression | —Unverified | 0 |
| Scaling Guarantees for Nearest Counterfactual Explanations | Oct 10, 2020 | counterfactualDecision Making | —Unverified | 0 |
| Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data | Oct 9, 2020 | counterfactualNatural Language Inference | CodeCode Available | 0 |
| A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations | Oct 9, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Interpreting Unconditional Quantile Regression with Conditional Independence | Oct 7, 2020 | counterfactualquantile regression | —Unverified | 0 |
| Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning | Oct 6, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| A framework for predicting, interpreting, and improving Learning Outcomes | Oct 6, 2020 | counterfactualPrediction Intervals | —Unverified | 0 |
| Interpretable Sequence Classification via Discrete Optimization | Oct 6, 2020 | Classificationcounterfactual | CodeCode Available | 0 |
| Efficient computation of contrastive explanations | Oct 6, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
