| Intrinsically Motivated Reinforcement Learning based Recommendation with Counterfactual Data Augmentation | Sep 17, 2022 | counterfactualData Augmentation | —Unverified | 0 |
| Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios | Sep 16, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Game-theoretic Objective Space Planning | Sep 16, 2022 | Autonomous Vehiclescounterfactual | CodeCode Available | 0 |
| Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango | Sep 16, 2022 | Code Completioncounterfactual | —Unverified | 0 |
| Semi-supervised Batch Learning From Logged Data | Sep 15, 2022 | counterfactual | —Unverified | 0 |
| Machine Reading, Fast and Slow: When Do Models "Understand" Language? | Sep 15, 2022 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Bias Challenges in Counterfactual Data Augmentation | Sep 12, 2022 | counterfactualData Augmentation | —Unverified | 0 |
| Causal Modeling of Policy Interventions From Sequences of Treatments and Outcomes | Sep 9, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Deep Learning for Medical Imaging From Diagnosis Prediction to its Counterfactual Explanation | Sep 7, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Estimating the Effects of Syrian Civil War | Sep 7, 2022 | counterfactualHumanitarian | —Unverified | 0 |
| Smiles in Profiles: Improving Efficiency While Reducing Disparities in Online Marketplaces | Sep 2, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Formalising the Robustness of Counterfactual Explanations for Neural Networks | Aug 31, 2022 | counterfactual | CodeCode Available | 0 |
| Partial Counterfactual Identification for Infinite Horizon Partially Observable Markov Decision Process | Aug 31, 2022 | counterfactualQ-Learning | —Unverified | 0 |
| RAGUEL: Recourse-Aware Group Unfairness Elimination | Aug 30, 2022 | Attributecounterfactual | —Unverified | 0 |
| Deep Structural Causal Shape Models | Aug 23, 2022 | counterfactualImage Segmentation | —Unverified | 0 |
| Dynamic Causal Collaborative Filtering | Aug 23, 2022 | Collaborative Filteringcounterfactual | CodeCode Available | 0 |
| Shapelet-Based Counterfactual Explanations for Multivariate Time Series | Aug 22, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Twin Papers: A Simple Framework of Causal Inference for Citations via Coupling | Aug 21, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Disentangled Representation with Causal Constraints for Counterfactual Fairness | Aug 19, 2022 | counterfactualFairness | —Unverified | 0 |
| Intersection of Parallels as an Early Stopping Criterion | Aug 19, 2022 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| Transcending XAI Algorithm Boundaries through End-User-Inspired Design | Aug 18, 2022 | Autonomous Drivingcounterfactual | —Unverified | 0 |
| The Counterfactual-Shapley Value: Attributing Change in System Metrics | Aug 17, 2022 | Attributecounterfactual | —Unverified | 0 |
| Approximated Doubly Robust Search Relevance Estimation | Aug 16, 2022 | counterfactual | —Unverified | 0 |
| Counterfactual Supervision-based Information Bottleneck for Out-of-Distribution Generalization | Aug 16, 2022 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Learning to Infer Counterfactuals: Meta-Learning for Estimating Multiple Imbalanced Treatment Effects | Aug 13, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |