| RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge | Jan 2, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| No Feature Is An Island: Adaptive Collaborations Between Features Improve Adversarial Robustness | Jan 1, 2021 | Adversarial Robustnesscounterfactual | —Unverified | 0 |
| Continual Lifelong Causal Effect Inference with Real World Evidence | Jan 1, 2021 | counterfactualRepresentation Learning | —Unverified | 0 |
| On Single-environment Extrapolations in Graph Classification and Regression Tasks | Jan 1, 2021 | Classificationcounterfactual | —Unverified | 0 |
| Counterfactual Self-Training | Jan 1, 2021 | counterfactualDomain Adaptation | —Unverified | 0 |
| Grounding Physical Object and Event Concepts Through Dynamic Visual Reasoning | Jan 1, 2021 | counterfactualObject | —Unverified | 0 |
| Counterfactual Fairness through Data Preprocessing | Jan 1, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Time Series Counterfactual Inference with Hidden Confounders | Jan 1, 2021 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Temperature Regret Matching for Imperfect-Information Games | Jan 1, 2021 | counterfactual | —Unverified | 0 |
| Counterfactual Thinking for Long-tailed Information Extraction | Jan 1, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Model-Free Counterfactual Credit Assignment | Jan 1, 2021 | counterfactualmodel | —Unverified | 0 |
| Beyond Trivial Counterfactual Generations with Diverse Valuable Explanations | Jan 1, 2021 | Attributecounterfactual | —Unverified | 0 |
| Neural Network Extrapolations with G-invariances from a Single Environment | Jan 1, 2021 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions | Jan 1, 2021 | 3D Pose Estimationcounterfactual | —Unverified | 0 |
| A Machine Teaching Framework for Scalable Recognition | Jan 1, 2021 | counterfactualSelf-Supervised Learning | —Unverified | 0 |
| Assessing the Sensitivity of Synthetic Control Treatment Effect Estimates to Misspecification Error | Dec 30, 2020 | counterfactualSensitivity | —Unverified | 0 |
| Causal World Models by Unsupervised Deconfounding of Physical Dynamics | Dec 28, 2020 | counterfactual | —Unverified | 0 |
| Partial Identifiability in Discrete Data With Measurement Error | Dec 23, 2020 | counterfactual | —Unverified | 0 |
| Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization | Dec 22, 2020 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Difference Rewards Policy Gradients | Dec 21, 2020 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| Semantics and explanation: why counterfactual explanations produce adversarial examples in deep neural networks | Dec 18, 2020 | counterfactual | —Unverified | 0 |
| Latent-CF: A Simple Baseline for Reverse Counterfactual Explanations | Dec 16, 2020 | counterfactualFairness | —Unverified | 0 |
| Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation | Dec 16, 2020 | counterfactualData Augmentation | —Unverified | 0 |
| Hindsight and Sequential Rationality of Correlated Play | Dec 10, 2020 | counterfactualDecision Making | CodeCode Available | 0 |
| Influence-Driven Explanations for Bayesian Network Classifiers | Dec 10, 2020 | counterfactualRelation | —Unverified | 0 |
| Learning from User Interactions with Rankings: A Unification of the Field | Dec 9, 2020 | counterfactualLearning-To-Rank | —Unverified | 0 |
| The Counterfactual NESS Definition of Causation | Dec 9, 2020 | counterfactual | —Unverified | 0 |
| Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text | Dec 8, 2020 | counterfactualData Augmentation | —Unverified | 0 |
| Optimal Policy Trees | Dec 3, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Detecting Trojaned DNNs Using Counterfactual Attributions | Dec 3, 2020 | counterfactualDiversity | —Unverified | 0 |
| Model-free Neural Counterfactual Regret Minimization with Bootstrap Learning | Dec 3, 2020 | counterfactual | —Unverified | 0 |
| Online learning with dynamics: A minimax perspective | Dec 3, 2020 | counterfactual | —Unverified | 0 |
| Lee at SemEval-2020 Task 5: ALBERT Model Based on the Maximum Ensemble Strategy and Different Data Sampling Methods for Detecting Counterfactual Statements | Dec 1, 2020 | counterfactual | —Unverified | 0 |
| YNU-oxz at SemEval-2020 Task 5: Detecting Counterfactuals Based on Ordered Neurons LSTM and Hierarchical Attention Network | Dec 1, 2020 | counterfactualDimensionality Reduction | —Unverified | 0 |
| Counterfactual Contrastive Learning for Weakly-Supervised Vision-Language Grounding | Dec 1, 2020 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Counterfactual Vision-and-Language Navigation: Unravelling the Unseen | Dec 1, 2020 | counterfactualEmbodied Question Answering | —Unverified | 0 |
| What went wrong and when?\\ Instance-wise feature importance for time-series black-box models | Dec 1, 2020 | counterfactualFeature Importance | —Unverified | 0 |
| Ferryman as SemEval-2020 Task 5: Optimized BERT for Detecting Counterfactuals | Dec 1, 2020 | counterfactualCounterfactual Detection | —Unverified | 0 |
| Counterfactual Prediction for Bundle Treatment | Dec 1, 2020 | counterfactualDecision Making | —Unverified | 0 |
| NLU-Co at SemEval-2020 Task 5: NLU/SVM Based Model Apply Tocharacterise and Extract Counterfactual Items on Raw Data | Dec 1, 2020 | counterfactualNatural Language Understanding | —Unverified | 0 |
| HIT-SCIR at SemEval-2020 Task 5: Training Pre-trained Language Model with Pseudo-labeling Data for Counterfactuals Detection | Dec 1, 2020 | counterfactualLanguage Modeling | —Unverified | 0 |
| BYteam at SemEval-2020 Task 5: Detecting Counterfactual Statements with BERT and Ensembles | Dec 1, 2020 | Classificationcounterfactual | —Unverified | 0 |
| BLCU-NLP at SemEval-2020 Task 5: Data Augmentation for Efficient Counterfactual Detecting | Dec 1, 2020 | Common Sense Reasoningcounterfactual | —Unverified | 0 |
| Transdisciplinary AI Observatory -- Retrospective Analyses and Future-Oriented Contradistinctions | Nov 26, 2020 | counterfactualDescriptive | —Unverified | 0 |
| Discovering Avoidable Planner Failures of Autonomous Vehicles using Counterfactual Analysis in Behaviorally Diverse Simulation | Nov 24, 2020 | Autonomous Vehiclescounterfactual | —Unverified | 0 |
| Trust but Verify: Assigning Prediction Credibility by Counterfactual Constrained Learning | Nov 24, 2020 | counterfactualGraph Neural Network | —Unverified | 0 |
| Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder | Nov 24, 2020 | AttributeCausal Inference | —Unverified | 0 |
| Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision | Nov 20, 2020 | counterfactual | CodeCode Available | 0 |
| Game Plan: What AI can do for Football, and What Football can do for AI | Nov 18, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Counterfactual Credit Assignment in Model-Free Reinforcement Learning | Nov 18, 2020 | counterfactualmodel | —Unverified | 0 |