| Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals | Dec 17, 2023 | Conformal Predictioncounterfactual | CodeCode Available | 0 |
| Adversarially Balanced Representation for Continuous Treatment Effect Estimation | Dec 17, 2023 | counterfactualRepresentation Learning | CodeCode Available | 0 |
| Debiasing Multimodal Sarcasm Detection with Contrastive Learning | Dec 16, 2023 | Contrastive Learningcounterfactual | —Unverified | 0 |
| An Information-Flow Perspective on Algorithmic Fairness | Dec 15, 2023 | counterfactualFairness | —Unverified | 0 |
| Global Rewards in Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems | Dec 14, 2023 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 |
| Personalized Decision Supports based on Theory of Mind Modeling and Explainable Reinforcement Learning | Dec 13, 2023 | counterfactualDecision Making | —Unverified | 0 |
| Estimating Counterfactual Matrix Means with Short Panel Data | Dec 12, 2023 | counterfactual | —Unverified | 0 |
| Responsibility in Extensive Form Games | Dec 12, 2023 | counterfactualForm | —Unverified | 0 |
| BaRDa: A Belief and Reasoning Dataset that Separates Factual Accuracy and Reasoning Ability | Dec 12, 2023 | counterfactualvalid | —Unverified | 0 |
| Understanding Physical Dynamics with Counterfactual World Modeling | Dec 11, 2023 | counterfactual | —Unverified | 0 |
| Serious errors impair an assessment of forest carbon projects: A rebuttal of West et al. (2023) | Dec 11, 2023 | counterfactual | —Unverified | 0 |
| Promoting Counterfactual Robustness through Diversity | Dec 11, 2023 | counterfactualDiversity | CodeCode Available | 0 |
| Causal inference and policy evaluation without a control group | Dec 10, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| Evaluating the Utility of Model Explanations for Model Development | Dec 10, 2023 | counterfactualDecision Making | —Unverified | 0 |
| CODEX: A Cluster-Based Method for Explainable Reinforcement Learning | Dec 7, 2023 | Clusteringcounterfactual | CodeCode Available | 0 |
| CLadder: Assessing Causal Reasoning in Language Models | Dec 7, 2023 | Causal InferenceCommonsense Causal Reasoning | CodeCode Available | 1 |
| Causality and Explainability for Trustworthy Integrated Pest Management | Dec 7, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| UTBoost: Gradient Boosted Decision Trees for Uplift Modeling | Dec 5, 2023 | counterfactualEnsemble Learning | CodeCode Available | 1 |
| A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia | Dec 4, 2023 | counterfactualLanguage Modeling | CodeCode Available | 0 |
| TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models | Dec 3, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning | Dec 1, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Identifying Spurious Correlations using Counterfactual Alignment | Dec 1, 2023 | Attributecounterfactual | CodeCode Available | 1 |
| SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples | Nov 30, 2023 | counterfactual | —Unverified | 0 |
| Towards Assessing and Benchmarking Risk-Return Tradeoff of Off-Policy Evaluation | Nov 30, 2023 | Benchmarkingcounterfactual | CodeCode Available | 1 |
| Extrapolating Away from the Cutoff in Regression Discontinuity Designs | Nov 29, 2023 | counterfactualregression | —Unverified | 0 |
