| Counterfactual Shapley Additive Explanations | Oct 27, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| 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 |
| RL4RS: A Real-World Dataset for Reinforcement Learning based Recommender System | Oct 18, 2021 | Combinatorial Optimizationcounterfactual | CodeCode Available | 1 |
| Context-aware Reranking with Utility Maximization for Recommendation | Oct 18, 2021 | counterfactualGraph Attention | —Unverified | 0 |
| Demographic Biases of Crowd Workers in Key Opinion Leaders Finding | Oct 18, 2021 | counterfactual | —Unverified | 0 |
| Counterfactual Debiasing Inference for Compositional Action Recognition | Oct 17, 2021 | Action RecognitionCausal Inference | CodeCode Available | 1 |
| An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models | Oct 16, 2021 | counterfactualData Augmentation | CodeCode Available | 1 |
| 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 |
| Learning Time Series Counterfactuals via Latent Space Representations | Oct 11, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| 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 |
| Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering | Oct 3, 2021 | counterfactualDiagnostic | CodeCode Available | 1 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Multi-Agent Algorithmic Recourse | Oct 1, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| LEMON: Explainable Entity Matching | Oct 1, 2021 | counterfactualSensitivity | CodeCode Available | 1 |
| XPROAX-Local explanations for text classification with progressive neighborhood approximation | Sep 30, 2021 | Classificationcounterfactual | CodeCode Available | 0 |