| CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System | Apr 4, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Context-faithful Prompting for Large Language Models | Mar 20, 2023 | counterfactualMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception | Apr 29, 2025 | counterfactualHallucination | CodeCode Available | 1 | 5 |
| Anytime-valid off-policy inference for contextual bandits | Oct 19, 2022 | counterfactualMulti-Armed Bandits | CodeCode Available | 1 | 5 |
| CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior | May 27, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Causal Proxy Models for Concept-Based Model Explanations | Sep 28, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| A Survey of Deep Causal Models and Their Industrial Applications | Sep 19, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Adversarial Counterfactual Visual Explanations | Mar 17, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning | Jan 12, 2023 | counterfactualRepresentation Learning | CodeCode Available | 1 | 5 |
| Adversarial Counterfactual Learning and Evaluation for Recommender System | Nov 8, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos? | Jul 31, 2023 | Action Anticipationcounterfactual | CodeCode Available | 1 | 5 |
| Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder | Aug 2, 2024 | counterfactualimage-classification | CodeCode Available | 1 | 5 |
| AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation | Sep 12, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 | 5 |
| MiranDa: Mimicking the Learning Processes of Human Doctors to Achieve Causal Inference for Medication Recommendation | Jul 23, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks | Feb 5, 2021 | counterfactualPrediction | CodeCode Available | 1 | 5 |
| Ask to Know More: Generating Counterfactual Explanations for Fake Claims | Jun 10, 2022 | Articlescounterfactual | CodeCode Available | 1 | 5 |
| A Structural Causal Model for MR Images of Multiple Sclerosis | Mar 4, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue | Sep 21, 2020 | Click-Through Rate Predictioncounterfactual | CodeCode Available | 1 | 5 |
| CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers | Oct 24, 2020 | counterfactualDialogue State Tracking | CodeCode Available | 1 | 5 |
| Causal Transformer for Estimating Counterfactual Outcomes | Apr 14, 2022 | counterfactual | CodeCode Available | 1 | 5 |
| A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges | Oct 21, 2022 | BenchmarkingCommunity Detection | CodeCode Available | 1 | 5 |
| Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition | Jul 13, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness | Jun 15, 2021 | counterfactualCounterfactual Inference | CodeCode Available | 1 | 5 |
| A Counterfactual Collaborative Session-based Recommender System | Jan 31, 2023 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modeling | Sep 9, 2024 | counterfactualDisentanglement | CodeCode Available | 1 | 5 |
