| Causal Augmentation for Causal Sentence Classification | Nov 1, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| On Quantitative Evaluations of Counterfactuals | Oct 30, 2021 | counterfactual | CodeCode Available | 0 |
| A Survey on the Robustness of Feature Importance and Counterfactual Explanations | Oct 30, 2021 | counterfactualFeature Importance | —Unverified | 0 |
| Learning to Be Cautious | Oct 29, 2021 | counterfactualSafe Reinforcement Learning | —Unverified | 0 |
| Cycle-Balanced Representation Learning For Counterfactual Inference | Oct 29, 2021 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Sayer: Using Implicit Feedback to Optimize System Policies | Oct 28, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems | Oct 28, 2021 | counterfactualExplainable Models | —Unverified | 0 |
| Counterfactual Explanation of Brain Activity Classifiers using Image-to-Image Transfer by Generative Adversarial Network | Oct 28, 2021 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language | Oct 28, 2021 | counterfactualVisual Reasoning | —Unverified | 0 |
| Transfer learning with causal counterfactual reasoning in Decision Transformers | Oct 27, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Causal Effect Estimation using Variational Information Bottleneck | Oct 26, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Improved Goal Oriented Dialogue via Utterance Generation and Look Ahead | Oct 24, 2021 | counterfactualGoal-Oriented Dialogue Systems | —Unverified | 0 |
| Text Counterfactuals via Latent Optimization and Shapley-Guided Search | Oct 22, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| ReLAX: Reinforcement Learning Agent eXplainer for Arbitrary Predictive Models | Oct 22, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Shaking the foundations: delusions in sequence models for interaction and control | Oct 20, 2021 | counterfactual | —Unverified | 0 |
| fairadapt: Causal Reasoning for Fair Data Pre-processing | Oct 19, 2021 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Demographic Biases of Crowd Workers in Key Opinion Leaders Finding | Oct 18, 2021 | counterfactual | —Unverified | 0 |
| Context-aware Reranking with Utility Maximization for Recommendation | Oct 18, 2021 | counterfactualGraph Attention | —Unverified | 0 |
| Retrieval-guided Counterfactual Generation for QA | Oct 14, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Improving Users' Mental Model with Attention-directed Counterfactual Edits | Oct 13, 2021 | counterfactualQuestion Answering | —Unverified | 0 |
| Partial Counterfactual Identification from Observational and Experimental Data | Oct 12, 2021 | counterfactual | —Unverified | 0 |
| Equivalence Analysis between Counterfactual Regret Minimization and Online Mirror Descent | Oct 11, 2021 | counterfactual | —Unverified | 0 |
| Consistent Counterfactuals for Deep Models | Oct 6, 2021 | counterfactualMedical Diagnosis | —Unverified | 0 |
| Causal Representation Learning for Context-Aware Face Transfer | Oct 4, 2021 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |