| Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth | Feb 12, 2024 | counterfactualDecision Making | CodeCode Available | 2 |
| Benchmarking Large Language Models in Retrieval-Augmented Generation | Sep 4, 2023 | Benchmarkingcounterfactual | CodeCode Available | 2 |
| Causal Reasoning and Large Language Models: Opening a New Frontier for Causality | Apr 28, 2023 | Causal DiscoveryCommon Sense Reasoning | CodeCode Available | 2 |
| Counterfactual Learning on Graphs: A Survey | Apr 3, 2023 | counterfactualFairness | CodeCode Available | 2 |
| OmniXAI: A Library for Explainable AI | Jun 1, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 2 |
| MACE: An Efficient Model-Agnostic Framework for Counterfactual Explanation | May 31, 2022 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 2 |
| auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data | Apr 15, 2022 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 2 |
| Counterfactual Phenotyping with Censored Time-to-Events | Feb 22, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 2 |
| Model-agnostic and Scalable Counterfactual Explanations via Reinforcement Learning | Jun 4, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 2 |
| Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same End | Nov 10, 2020 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models | Aug 12, 2020 | counterfactualSentiment Analysis | CodeCode Available | 2 |
| CausalVAE: Structured Causal Disentanglement in Variational Autoencoder | Apr 18, 2020 | counterfactualDisentanglement | CodeCode Available | 2 |
| Unbiased Scene Graph Generation from Biased Training | Feb 27, 2020 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers | Dec 6, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 2 |
| Interpretable Counterfactual Explanations Guided by Prototypes | Jul 3, 2019 | counterfactualDiagnostic | CodeCode Available | 2 |
| Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations | May 19, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 2 |
| Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR | Nov 1, 2017 | counterfactualDecision Making | CodeCode Available | 2 |
| Diffusion-based Counterfactual Augmentation: Towards Robust and Interpretable Knee Osteoarthritis Grading | Jun 18, 2025 | Clinical Knowledgecounterfactual | CodeCode Available | 1 |
| Towards Robust Multimodal Emotion Recognition under Missing Modalities and Distribution Shifts | Jun 12, 2025 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Curriculum Learning With Counterfactual Group Relative Policy Advantage For Multi-Agent Reinforcement Learning | Jun 9, 2025 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs | May 14, 2025 | counterfactual | CodeCode Available | 1 |
| Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception | Apr 29, 2025 | counterfactualHallucination | CodeCode Available | 1 |
| Demand Estimation with Text and Image Data | Mar 26, 2025 | Attributecounterfactual | CodeCode Available | 1 |
| Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models | Mar 20, 2025 | counterfactualRAG | CodeCode Available | 1 |
| DeCaFlow: A Deconfounding Causal Generative Model | Mar 19, 2025 | Causal Inferencecounterfactual | CodeCode Available | 1 |
