| Optimal Decision Rules Under Partial Identification | Nov 9, 2021 | counterfactual | —Unverified | 0 |
| Generalized Kernel Ridge Regression for Causal Inference with Missing-at-Random Sample Selection | Nov 9, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Procurements with Bidder Asymmetry in Cost and Risk-Aversion | Nov 8, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Identifying Best Fair Intervention | Nov 8, 2021 | counterfactualFairness | —Unverified | 0 |
| Sequential Kernel Embedding for Mediated and Time-Varying Dose Response Curves | Nov 6, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Maillard Sampling: Boltzmann Exploration Done Optimally | Nov 5, 2021 | counterfactualThompson Sampling | —Unverified | 0 |
| Solving the Class Imbalance Problem Using a Counterfactual Method for Data Augmentation | Nov 5, 2021 | counterfactualData Augmentation | CodeCode Available | 0 |
| Causal Augmentation for Causal Sentence Classification | Nov 1, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking | Nov 1, 2021 | counterfactualDialogue State Tracking | —Unverified | 0 |
| TabPert : An Effective Platform for Tabular Perturbation | Nov 1, 2021 | counterfactualNatural Language Inference | CodeCode Available | 0 |
| I Wish I Would Have Loved This One, But I Didn’t – A Multilingual Dataset for Counterfactual Detection in Product Review | Nov 1, 2021 | counterfactualCounterfactual Detection | CodeCode Available | 1 |
| Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification | Nov 1, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| Can We Improve Model Robustness through Secondary Attribute Counterfactuals? | Nov 1, 2021 | Attributecoreference-resolution | —Unverified | 0 |
| Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding | Nov 1, 2021 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| Improving Location Recommendation with Urban Knowledge Graph | Nov 1, 2021 | counterfactual | —Unverified | 0 |
| Introspective Distillation for Robust Question Answering | Nov 1, 2021 | counterfactualInductive Bias | CodeCode Available | 1 |
| 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 |
| Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language | Oct 28, 2021 | counterfactualVisual Reasoning | —Unverified | 0 |
| Counterfactual Explanation of Brain Activity Classifiers using Image-to-Image Transfer by Generative Adversarial Network | Oct 28, 2021 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems | Oct 28, 2021 | counterfactualExplainable Models | —Unverified | 0 |
| VACA: Design of Variational Graph Autoencoders for Interventional and Counterfactual Queries | Oct 27, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| 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 |