| TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models | Dec 3, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Mutatis Mutandis: Revisiting the Comparator in Discrimination Testing | May 22, 2024 | Attributecounterfactual | CodeCode Available | 0 |
| Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning | Dec 1, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Interpretable Sequence Classification via Discrete Optimization | Oct 6, 2020 | Classificationcounterfactual | CodeCode Available | 0 |
| Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative Learning | Sep 7, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Reasoning about Counterfactuals to Improve Human Inverse Reinforcement Learning | Mar 3, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination | Mar 28, 2025 | Binary Classificationcounterfactual | CodeCode Available | 0 |
| Counterfactual diagnosis | Oct 15, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Learning Generalized Gumbel-max Causal Mechanisms | Nov 11, 2021 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation | Oct 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Counterfactual reasoning: an analysis of in-context emergence | Jun 5, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| REST: Debiased Social Recommendation via Reconstructing Exposure Strategies | Jan 13, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Rethinking Visual Counterfactual Explanations Through Region Constraint | Oct 16, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Causal Explanation of Convolutional Neural Networks | Sep 13, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Controllable Sequence Editing for Biological and Clinical Trajectories | Feb 5, 2025 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education | Jul 1, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Adversarial Distribution Balancing for Counterfactual Reasoning | Nov 28, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective | Nov 1, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds | May 20, 2025 | Causal Inferencecounterfactual | CodeCode Available | 0 |
