| ParKCa: Causal Inference with Partially Known Causes | Mar 17, 2020 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| A Geometric Notion of Causal Probing | Jul 27, 2023 | counterfactualLanguage Modeling | CodeCode Available | 0 |
| SARDINE: A Simulator for Automated Recommendation in Dynamic and Interactive Environments | Nov 28, 2023 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| Learning Model-Agnostic Counterfactual Explanations for Tabular Data | Oct 21, 2019 | counterfactualmodel | CodeCode Available | 0 |
| Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model | Jun 2, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Intermediate Entity-based Sparse Interpretable Representation Learning | Dec 3, 2022 | counterfactualRepresentation Learning | CodeCode Available | 0 |
| Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution Behaviors | May 17, 2025 | counterfactualInstruction Following | CodeCode Available | 0 |
| Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses | Sep 15, 2020 | counterfactualDecision Making | CodeCode Available | 0 |
| Counterfactual Learning from Human Proofreading Feedback for Semantic Parsing | Nov 29, 2018 | counterfactualQuestion Answering | CodeCode Available | 0 |
| 2D-Shapley: A Framework for Fragmented Data Valuation | Jun 18, 2023 | counterfactualData Valuation | CodeCode Available | 0 |
| TraCE: Trajectory Counterfactual Explanation Scores | Sep 27, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs | Oct 17, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Interpretable ECG Analysis for Myocardial Infarction Detection through Counterfactuals | Nov 21, 2023 | counterfactualDiagnostic | CodeCode Available | 0 |
| ScEdit: Script-based Assessment of Knowledge Editing | May 29, 2025 | counterfactualknowledge editing | CodeCode Available | 0 |
| Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning | Dec 1, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Attribution of Predictive Uncertainties in Classification Models | Jul 19, 2021 | BenchmarkingClassification | CodeCode Available | 0 |
| Counterfactual Language Model Adaptation for Suggesting Phrases | Oct 4, 2017 | counterfactualLanguage Modeling | CodeCode Available | 0 |
| Interpretable Sequence Classification via Discrete Optimization | Oct 6, 2020 | Classificationcounterfactual | CodeCode Available | 0 |
| "What if?" in Probabilistic Logic Programming | May 24, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Counterfactual Concept Bottleneck Models | Feb 2, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations | Feb 22, 2025 | counterfactual | CodeCode Available | 0 |
| The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations | Jul 22, 2019 | counterfactual | CodeCode Available | 0 |
| Interrogating the Explanatory Power of Attention in Neural Machine Translation | Sep 30, 2019 | counterfactualMachine Translation | CodeCode Available | 0 |
| Intersection of Parallels as an Early Stopping Criterion | Aug 19, 2022 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| Interval Abstractions for Robust Counterfactual Explanations | Apr 21, 2024 | counterfactualMulti-class Classification | CodeCode Available | 0 |
