| MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic Programming | Oct 17, 2019 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis | Jan 18, 2022 | counterfactualEfficient Exploration | CodeCode Available | 0 |
| Natural Counterfactuals With Necessary Backtracking | Feb 2, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| REST: Debiased Social Recommendation via Reconstructing Exposure Strategies | Jan 13, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Natural Language Counterfactual Explanations for Graphs Using Large Language Models | Oct 11, 2024 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| Navigating Explanatory Multiverse Through Counterfactual Path Geometry | Jun 5, 2023 | Attributecounterfactual | CodeCode Available | 0 |
| How-to Present News on Social Media: A Causal Analysis of Editing News Headlines for Boosting User Engagement | Sep 17, 2020 | ArticlesCausal Inference | CodeCode Available | 0 |
| Variance Regularized Counterfactual Risk Minimization via Variational Divergence Minimization | Jan 1, 2018 | counterfactual | CodeCode Available | 0 |
| Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning | May 24, 2023 | counterfactualData Augmentation | CodeCode Available | 0 |
| Counterfactual Query Rewriting to Use Historical Relevance Feedback | Feb 6, 2025 | counterfactualRetrieval | CodeCode Available | 0 |
| GIFT: A Framework for Global Interpretable Faithful Textual Explanations of Vision Classifiers | Nov 23, 2024 | counterfactual | CodeCode Available | 0 |
| Causal integration of chemical structures improves representations of microscopy images for morphological profiling | Apr 13, 2025 | Contrastive Learningcounterfactual | CodeCode Available | 0 |
| Global Counterfactual Directions | Apr 18, 2024 | counterfactualDenoising | CodeCode Available | 0 |
| Counterfactual Probing for the Influence of Affect and Specificity on Intergroup Bias | May 25, 2023 | counterfactualSpecificity | CodeCode Available | 0 |
| Counterfactual Prediction Under Selective Confounding | Oct 21, 2023 | AllCausal Inference | CodeCode Available | 0 |
| Counterfactual Prediction Under Outcome Measurement Error | Feb 22, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability | Feb 17, 2024 | Contrastive Learningcounterfactual | CodeCode Available | 0 |
| Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning | Jun 19, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Global Rewards in Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems | Dec 14, 2023 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 |
| GLOBE-CE: A Translation-Based Approach for Global Counterfactual Explanations | May 26, 2023 | counterfactualFairness | CodeCode Available | 0 |
| GlucoLens: Explainable Postprandial Blood Glucose Prediction from Diet and Physical Activity | Mar 5, 2025 | counterfactual | CodeCode Available | 0 |
| GlyTwin: Digital Twin for Glucose Control in Type 1 Diabetes Through Optimal Behavioral Modifications Using Patient-Centric Counterfactuals | Apr 14, 2025 | counterfactual | CodeCode Available | 0 |
| Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples | Dec 21, 2023 | Adversarial Attackcounterfactual | CodeCode Available | 0 |
| Towards Feasible Counterfactual Explanations: A Taxonomy Guided Template-based NLG Method | Oct 3, 2023 | counterfactualText Generation | CodeCode Available | 0 |
| GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning | Apr 12, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Counterfactual Plans under Distributional Ambiguity | Jan 29, 2022 | counterfactualUncertainty Quantification | CodeCode Available | 0 |
| Causal Inference with Cocycles | May 22, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination | Mar 28, 2025 | Binary Classificationcounterfactual | CodeCode Available | 0 |
| When Bias Backfires: The Modulatory Role of Counterfactual Explanations on the Adoption of Algorithmic Bias in XAI-Supported Human Decision-Making | May 20, 2025 | counterfactualDecision Making | CodeCode Available | 0 |
| VCNet: A self-explaining model for realistic counterfactual generation | Dec 21, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models | May 14, 2019 | counterfactualManagement | CodeCode Available | 0 |
| Grab the Reins of Crowds: Estimating the Effects of Crowd Movement Guidance Using Causal Inference | Feb 8, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Zero-shot LLM-guided Counterfactual Generation: A Case Study on NLP Model Evaluation | May 8, 2024 | counterfactualInstruction Following | CodeCode Available | 0 |
| Neural Networks for Learning Counterfactual G-Invariances from Single Environments | Apr 20, 2021 | counterfactual | CodeCode Available | 0 |
| Graph Attention Network for Lane-Wise and Topology-Invariant Intersection Traffic Simulation | Apr 11, 2024 | counterfactualGraph Attention | CodeCode Available | 0 |
| Graph Backup: Data Efficient Backup Exploiting Markovian Transitions | May 31, 2022 | Atari Gamescounterfactual | CodeCode Available | 0 |
| A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers | Jul 1, 2024 | Bias Detectioncounterfactual | CodeCode Available | 0 |
| NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation | Oct 22, 2022 | counterfactualData Augmentation | CodeCode Available | 0 |
| NeuroInspect: Interpretable Neuron-based Debugging Framework through Class-conditional Visualizations | Oct 11, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Table-based Fact Verification with Salience-aware Learning | Sep 9, 2021 | counterfactualData Augmentation | CodeCode Available | 0 |
| Counterfactual Multi-player Bandits for Explainable Recommendation Diversification | May 27, 2025 | counterfactualDiversity | CodeCode Available | 0 |
| Neutralizing Bias in LLM Reasoning using Entailment Graphs | Mar 14, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Graph Style Transfer for Counterfactual Explainability | May 23, 2025 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Revealed Price Preference: Theory and Empirical Analysis | Jan 8, 2018 | counterfactualRelation | CodeCode Available | 0 |
| TabPert: An Effective Platform for Tabular Perturbation | Aug 2, 2021 | counterfactualNatural Language Inference | CodeCode Available | 0 |
| Counterfactual MRI Data Augmentation using Conditional Denoising Diffusion Generative Models | Oct 31, 2024 | Anatomycounterfactual | CodeCode Available | 0 |
| Grounded Intuition of GPT-Vision's Abilities with Scientific Images | Nov 3, 2023 | Benchmarkingcounterfactual | CodeCode Available | 0 |
| TabPert : An Effective Platform for Tabular Perturbation | Nov 1, 2021 | counterfactualNatural Language Inference | CodeCode Available | 0 |
| Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework | Sep 24, 2024 | Benchmarkingcounterfactual | CodeCode Available | 0 |
| Revisiting Counterfactual Problems in Referring Expression Comprehension | Jan 1, 2024 | AttributeContrastive Learning | CodeCode Available | 0 |