| Counterfactual Explanations in Sequential Decision Making Under Uncertainty | Jul 6, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis | Jun 29, 2021 | counterfactualData Augmentation | CodeCode Available | 1 |
| Contrastive Counterfactual Visual Explanations With Overdetermination | Jun 28, 2021 | counterfactual | CodeCode Available | 1 |
| Meaningfully Debugging Model Mistakes using Conceptual Counterfactual Explanations | Jun 24, 2021 | counterfactualmodel | CodeCode Available | 1 |
| Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness | Jun 15, 2021 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Optimal Counterfactual Explanations in Tree Ensembles | Jun 11, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Empowering Language Understanding with Counterfactual Reasoning | Jun 6, 2021 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Learning from Counterfactual Links for Link Prediction | Jun 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Towards Robust Classification Model by Counterfactual and Invariant Data Generation | Jun 2, 2021 | Classificationcounterfactual | CodeCode Available | 1 |
| PanoDR: Spherical Panorama Diminished Reality for Indoor Scenes | Jun 1, 2021 | counterfactual | CodeCode Available | 1 |
| The Out-of-Distribution Problem in Explainability and Search Methods for Feature Importance Explanations | Jun 1, 2021 | counterfactualFeature Importance | CodeCode Available | 1 |
| Counterfactual Data Augmentation for Neural Machine Translation | Jun 1, 2021 | counterfactualData Augmentation | CodeCode Available | 1 |
| DISSECT: Disentangled Simultaneous Explanations via Concept Traversals | May 31, 2021 | counterfactualFairness | CodeCode Available | 1 |
| Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation | May 28, 2021 | counterfactualImputation | CodeCode Available | 1 |
| Cooperative Multi-Agent Reinforcement Learning with Sequential Credit Assignment | May 21, 2021 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Personalized Counterfactual Fairness in Recommendation | May 20, 2021 | counterfactualDecision Making | CodeCode Available | 1 |
| Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization | May 12, 2021 | counterfactualModel Selection | CodeCode Available | 1 |
| Counterfactual Explanations for Neural Recommenders | May 11, 2021 | Collaborative Filteringcounterfactual | CodeCode Available | 1 |
| Optimal Counterfactual Explanations for Scorecard modelling | Apr 17, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks | Apr 16, 2021 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| NICE: An Algorithm for Nearest Instance Counterfactual Explanations | Apr 15, 2021 | counterfactual | CodeCode Available | 1 |
| I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product Reviews | Apr 14, 2021 | counterfactualCounterfactual Detection | CodeCode Available | 1 |
| Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning | Apr 14, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 1 |
| Connecting Attributions and QA Model Behavior on Realistic Counterfactuals | Apr 9, 2021 | counterfactualMachine Reading Comprehension | CodeCode Available | 1 |
| Robust Semantic Interpretability: Revisiting Concept Activation Vectors | Apr 6, 2021 | Benchmarkingcounterfactual | CodeCode Available | 1 |
