| CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation | Sep 11, 2021 | counterfactualRecommendation Systems | —Unverified | 0 |
| CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems | Mar 27, 2024 | counterfactualData Augmentation | —Unverified | 0 |
| Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation | Jul 6, 2023 | counterfactualSelection bias | —Unverified | 0 |
| Cause and Effect: Can Large Language Models Truly Understand Causality? | Feb 28, 2024 | Causal DiscoveryCausal Identification | —Unverified | 0 |
| CausalX: Causal Explanations and Block Multilinear Factor Analysis | Feb 25, 2021 | Computational Efficiencycounterfactual | —Unverified | 0 |
| Assessing the Sensitivity of Synthetic Control Treatment Effect Estimates to Misspecification Error | Dec 30, 2020 | counterfactualSensitivity | —Unverified | 0 |
| Counterfactual Inference for Eliminating Sentiment Bias in Recommender Systems | May 6, 2025 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Causal World Models by Unsupervised Deconfounding of Physical Dynamics | Dec 28, 2020 | counterfactual | —Unverified | 0 |
| Assessing the Impact of Upselling in Online Fantasy Sports | Sep 1, 2024 | counterfactual | —Unverified | 0 |
| Assessing the Heterogeneous Impact of Economy-Wide Shocks: A Machine Learning Approach Applied to Colombian Firms | Apr 9, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers | Aug 3, 2022 | counterfactualImage Generation | —Unverified | 0 |
| Counterfactual inference for sequential experiments | Feb 14, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Counterfactual Instances Explain Little | Sep 20, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Counterfactual Learning from Bandit Feedback under Deterministic Logging: A Case Study in Statistical Machine Translation | Jul 28, 2017 | counterfactualMachine Translation | —Unverified | 0 |
| Causal Unit Selection using Tractable Arithmetic Circuits | Apr 10, 2024 | counterfactual | —Unverified | 0 |
| A Counterfactual Explanation Framework for Retrieval Models | Sep 1, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Causal Transfer Random Forest: Combining Logged Data and Randomized Experiments for Robust Prediction | Oct 17, 2020 | counterfactual | —Unverified | 0 |
| Assessing Systematic Weaknesses of DNNs using Counterfactuals | Aug 3, 2023 | AttributeAutonomous Driving | —Unverified | 0 |
| Data Augmentations for Improved (Large) Language Model Generalization | Oct 19, 2023 | Attributecounterfactual | —Unverified | 0 |
| A General Neural Causal Model for Interactive Recommendation | Oct 30, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| ExplaiNE: An Approach for Explaining Network Embedding-based Link Predictions | Apr 22, 2019 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Assessing Heterogeneity of Treatment Effects | Jun 26, 2023 | counterfactual | —Unverified | 0 |
| Counterfactual Graph Transformer for Traffic Flow Prediction | Aug 1, 2023 | counterfactualPrediction | —Unverified | 0 |
| Causal Repair of Learning-enabled Cyber-physical Systems | Apr 6, 2023 | counterfactualDiagnostic | —Unverified | 0 |
| A Sparsity Algorithm with Applications to Corporate Credit Rating | Jul 21, 2021 | counterfactualCounterfactual Explanation | —Unverified | 0 |