| Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference | Feb 23, 2023 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation | Oct 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Dynamic Causal Collaborative Filtering | Aug 23, 2022 | Collaborative Filteringcounterfactual | CodeCode Available | 0 | 5 |
| A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination | Mar 28, 2025 | Binary Classificationcounterfactual | CodeCode Available | 0 | 5 |
| MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education | Jul 1, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Exogenous Isomorphism for Counterfactual Identifiability | May 4, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos | Nov 2, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference | Mar 2, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 | 5 |
| CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering | Nov 7, 2022 | Add - POAdd - PQ | CodeCode Available | 0 | 5 |
| Diffusion Counterfactual Generation with Semantic Abduction | Jun 9, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
