| Counterfactual Influence in Markov Decision Processes | Feb 13, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph Retrieval | May 21, 2025 | counterfactualGraph Generation | CodeCode Available | 0 |
| S-CFE: Simple Counterfactual Explanations | Oct 21, 2024 | Computational Efficiencycounterfactual | CodeCode Available | 0 |
| Optimal and efficient text counterfactuals using Graph Neural Networks | Aug 4, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Counterfactual Inference of Second Opinions | Mar 16, 2022 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Intriguing Property and Counterfactual Explanation of GAN for Remote Sensing Image Generation | Mar 9, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| The Dataset Multiplicity Problem: How Unreliable Data Impacts Predictions | Apr 20, 2023 | counterfactual | CodeCode Available | 0 |
| People Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior: Insights from Cognitive Science for Explainable AI | Mar 11, 2024 | AttributeAutonomous Driving | CodeCode Available | 0 |
| Introducing User Feedback-based Counterfactual Explanations (UFCE) | Feb 26, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Counterfactual Inference for Consumer Choice Across Many Product Categories | Jun 6, 2019 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Perfect Match: A Simple Method for Learning Representations For Counterfactual Inference With Neural Networks | Oct 1, 2018 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models | Oct 4, 2024 | counterfactualData Augmentation | CodeCode Available | 0 |
| Counterfactual Identifiability of Bijective Causal Models | Feb 4, 2023 | counterfactual | CodeCode Available | 0 |
| Assessing Racial Disparities in Healthcare Expenditures Using Causal Path-Specific Effects | Apr 30, 2025 | counterfactual | CodeCode Available | 0 |
| Investigating the Robustness of Counterfactual Learning to Rank Models: A Reproducibility Study | Apr 4, 2024 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes | Aug 4, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 0 |
| Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples | Oct 16, 2022 | counterfactualLogical Reasoning | CodeCode Available | 0 |
| ISCAS at SemEval-2020 Task 5: Pre-trained Transformers for Counterfactual Statement Modeling | Sep 17, 2020 | counterfactualQuestion Answering | CodeCode Available | 0 |
| PermuteAttack: Counterfactual Explanation of Machine Learning Credit Scorecards | Aug 24, 2020 | Adversarial AttackBIG-bench Machine Learning | CodeCode Available | 0 |
| Counterfactual Graphs for Explainable Classification of Brain Networks | Jun 16, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| Causal Collaborative Filtering | Feb 3, 2021 | Collaborative Filteringcounterfactual | CodeCode Available | 0 |
| Is Structure Dependence Shaped for Efficient Communication?: A Case Study on Coordination | Oct 14, 2024 | counterfactual | CodeCode Available | 0 |
| Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds | May 20, 2025 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Iterative Counterfactual Data Augmentation | Feb 25, 2025 | counterfactualData Augmentation | CodeCode Available | 0 |
| Counterfactual reasoning: an analysis of in-context emergence | Jun 5, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Searching for Smurfs: Testing if Money Launderers Know Alert Thresholds | Sep 22, 2023 | counterfactual | CodeCode Available | 0 |
| Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems | Aug 23, 2023 | counterfactualFairness | CodeCode Available | 0 |
| Counterfactual Gradients-based Quantification of Prediction Trust in Neural Networks | May 22, 2024 | Action Recognitioncounterfactual | CodeCode Available | 0 |
| Causal Augmentation for Causal Sentence Classification | Nov 1, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| Joint Knowledge Editing for Information Enrichment and Probability Promotion | Dec 22, 2024 | counterfactualknowledge editing | CodeCode Available | 0 |
| AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties | Oct 31, 2024 | Anomaly Detectioncounterfactual | CodeCode Available | 0 |
| Causal Analysis of Syntactic Agreement Neurons in Multilingual Language Models | Oct 25, 2022 | counterfactual | CodeCode Available | 0 |
| PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression | Mar 19, 2022 | counterfactualHeart Rate Variability | CodeCode Available | 0 |
| Keep Your Friends Close and Your Counterfactuals Closer: Improved Learning From Closest Rather Than Plausible Counterfactual Explanations in an Abstract Setting | May 11, 2022 | counterfactualExperimental Design | CodeCode Available | 0 |
| Sequential Kernel Embedding for Mediated and Time-Varying Dose Response Curves | Nov 6, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| SegSub: Evaluating Robustness to Knowledge Conflicts and Hallucinations in Vision-Language Models | Feb 19, 2025 | counterfactualHallucination | CodeCode Available | 0 |
| PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales | Nov 3, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| K-Nearest-Neighbor Resampling for Off-Policy Evaluation in Stochastic Control | Jun 7, 2023 | counterfactualOff-policy evaluation | CodeCode Available | 0 |
| Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented Generation | Jun 5, 2025 | counterfactualRAG | CodeCode Available | 0 |
| Planning to Learn: A Novel Algorithm for Active Learning during Model-Based Planning | Aug 15, 2023 | Active Learningcounterfactual | CodeCode Available | 0 |
| CLIMB: A Benchmark of Clinical Bias in Large Language Models | Jul 7, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Knowledge Distillation-Based Model Extraction Attack using GAN-based Private Counterfactual Explanations | Apr 4, 2024 | counterfactualKnowledge Distillation | CodeCode Available | 0 |
| The Effect of Data Poisoning on Counterfactual Explanations | Feb 13, 2024 | counterfactualData Poisoning | CodeCode Available | 0 |
| Counterfactual Generative Models for Time-Varying Treatments | May 25, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Counterfactual Generation with Identifiability Guarantees | Feb 23, 2024 | counterfactualStyle Transfer | CodeCode Available | 0 |
| Finding Counterfactual Evidences for Node Classification | May 16, 2025 | Classificationcounterfactual | CodeCode Available | 0 |
| Counterfactual Fairness in Mortgage Lending via Matching and Randomization | Dec 3, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting | May 23, 2023 | counterfactualFact Checking | CodeCode Available | 0 |
| Counterfactual Fairness by Combining Factual and Counterfactual Predictions | Sep 3, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Language Models Learn Rare Phenomena from Less Rare Phenomena: The Case of the Missing AANNs | Mar 28, 2024 | counterfactualMemorization | CodeCode Available | 0 |