| Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering | Nov 1, 2020 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| Causal Inference for Spatial Treatments | Oct 31, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias | Oct 27, 2020 | counterfactualWord Embeddings | CodeCode Available | 1 |
| CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers | Oct 24, 2020 | counterfactualDialogue State Tracking | CodeCode Available | 1 |
| Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability | Oct 19, 2020 | counterfactual | CodeCode Available | 1 |
| On the Fairness of Causal Algorithmic Recourse | Oct 13, 2020 | counterfactualFairness | CodeCode Available | 1 |
| Counterfactual Variable Control for Robust and Interpretable Question Answering | Oct 12, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning | Oct 12, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Social Commonsense Reasoning with Multi-Head Knowledge Attention | Oct 12, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning | Oct 6, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
