| Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting | Feb 16, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning | Dec 1, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Counterfactual Reasoning with Knowledge Graph Embeddings | Mar 11, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Learning Generalized Gumbel-max Causal Mechanisms | Nov 11, 2021 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Counterfactual Situation Testing: From Single to Multidimensional Discrimination | Feb 3, 2025 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| 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 |
| Counterfactual Story Reasoning and Generation | Sep 9, 2019 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination | Mar 28, 2025 | Binary Classificationcounterfactual | CodeCode Available | 0 | 5 |
| Natural Counterfactuals With Necessary Backtracking | Feb 2, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Neutralizing Bias in LLM Reasoning using Entailment Graphs | Mar 14, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation | Feb 13, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning | Dec 9, 2019 | Atari Gamescounterfactual | 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 |
| From Feature Importance to Natural Language Explanations Using LLMs with RAG | Jul 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds | May 20, 2025 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Generating Pragmatic Examples to Train Neural Program Synthesizers | Nov 9, 2023 | 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 |
| Diffusion Counterfactual Generation with Semantic Abduction | Jun 9, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Efficient Classification with Counterfactual Reasoning and Active Learning | Jul 25, 2022 | Active LearningClassification | CodeCode Available | 0 | 5 |
| Empowering Counterfactual Reasoning over Graph Neural Networks through Inductivity | Jun 7, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| Exogenous Isomorphism for Counterfactual Identifiability | May 4, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Reasoning about Counterfactuals to Improve Human Inverse Reinforcement Learning | Mar 3, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Counterfactual Explanation for Fairness in Recommendation | Jul 10, 2023 | AttributeCausal Inference | —Unverified | 0 | 0 |
| Counterfactual Evaluation for Explainable AI | Sep 5, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
