| Faithful and Robust Local Interpretability for Textual Predictions | Oct 30, 2023 | counterfactualPrediction | CodeCode Available | 0 |
| Achieving Counterfactual Fairness for Anomaly Detection | Mar 4, 2023 | Anomaly Detectioncounterfactual | CodeCode Available | 0 |
| Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration | Feb 22, 2024 | counterfactualDomain Generalization | CodeCode Available | 0 |
| Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals | Dec 17, 2023 | Conformal Predictioncounterfactual | CodeCode Available | 0 |
| Faithfulness Tests for Natural Language Explanations | May 29, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction | Mar 19, 2019 | counterfactualMatrix Completion | CodeCode Available | 0 |
| When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes | May 13, 2020 | counterfactualGaussian Processes | CodeCode Available | 0 |
| CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement | Sep 9, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Beyond Agreement: Diagnosing the Rationale Alignment of Automated Essay Scoring Methods based on Linguistically-informed Counterfactuals | May 29, 2024 | Automated Essay Scoringcounterfactual | CodeCode Available | 0 |
| An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models | Jun 6, 2023 | counterfactualData Augmentation | CodeCode Available | 0 |
| Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective | Apr 28, 2025 | counterfactualEntity Alignment | CodeCode Available | 0 |
| Fast Inference of Removal-Based Node Influence | Mar 13, 2024 | Adversarial Attackcounterfactual | CodeCode Available | 0 |
| Counterfactual Adversarial Learning with Representation Interpolation | Sep 10, 2021 | counterfactualLogical Reasoning | CodeCode Available | 0 |
| Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black Box | Mar 4, 2022 | Benchmarkingcounterfactual | CodeCode Available | 0 |
| Fast, Robust, Continuous Monocular Egomotion Computation | Feb 16, 2016 | counterfactualMotion Estimation | CodeCode Available | 0 |
| Mitigating Source Bias for Fairer Weak Supervision | Mar 30, 2023 | counterfactualFairness | CodeCode Available | 0 |
| Causal Responsibility Attribution for Human-AI Collaboration | Nov 5, 2024 | Attributecounterfactual | CodeCode Available | 0 |
| Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report) | Dec 22, 2023 | counterfactual | CodeCode Available | 0 |
| Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation | Feb 13, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Supervised Feature Compression based on Counterfactual Analysis | Nov 17, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Mixture-Based Correction for Position and Trust Bias in Counterfactual Learning to Rank | Aug 19, 2021 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| COVID-19 and the gig economy in Poland | Jul 23, 2021 | counterfactualTime Series | CodeCode Available | 0 |
| Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning | May 24, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Analyzing Intentional Behavior in Autonomous Agents under Uncertainty | Jul 4, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| CausalRec: Causal Inference for Visual Debiasing in Visually-Aware Recommendation | Jul 6, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |