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| Mutatis Mutandis: Revisiting the Comparator in Discrimination Testing | May 22, 2024 | Attributecounterfactual | CodeCode Available | 0 |
| Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation | Oct 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination | Mar 28, 2025 | Binary Classificationcounterfactual | CodeCode Available | 0 |
| REST: Debiased Social Recommendation via Reconstructing Exposure Strategies | Jan 13, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Counterfactual reasoning: an analysis of in-context emergence | Jun 5, 2025 | counterfactualCounterfactual Reasoning | 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 |
