| Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation | Oct 26, 2023 | counterfactualOff-policy evaluation | CodeCode Available | 0 |
| Learning to Explain: A Model-Agnostic Framework for Explaining Black Box Models | Oct 25, 2023 | counterfactual | CodeCode Available | 0 |
| Characterizing Mechanisms for Factual Recall in Language Models | Oct 24, 2023 | counterfactual | —Unverified | 0 |
| Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond | Oct 23, 2023 | counterfactualMultiple-choice | —Unverified | 0 |
| Towards Conceptualization of "Fair Explanation": Disparate Impacts of anti-Asian Hate Speech Explanations on Content Moderators | Oct 23, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Counterfactual Explanation Generation with s(CASP) | Oct 23, 2023 | Attributecounterfactual | —Unverified | 0 |
| EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification | Oct 23, 2023 | counterfactualData Augmentation | CodeCode Available | 0 |
| Machine Learning and Knowledge: Why Robustness Matters | Oct 23, 2023 | counterfactual | —Unverified | 0 |
| QA-NatVer: Question Answering for Natural Logic-based Fact Verification | Oct 22, 2023 | counterfactualFact Verification | CodeCode Available | 0 |
| Counterfactual Prediction Under Selective Confounding | Oct 21, 2023 | AllCausal Inference | CodeCode Available | 0 |
| Co^2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning | Oct 19, 2023 | counterfactual | CodeCode Available | 0 |
| Data Augmentations for Improved (Large) Language Model Generalization | Oct 19, 2023 | Attributecounterfactual | —Unverified | 0 |
| Fast Model Debias with Machine Unlearning | Oct 19, 2023 | counterfactualDecision Making | —Unverified | 0 |
| Generating collective counterfactual explanations in score-based classification via mathematical optimization | Oct 19, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Peer Effects in Consideration and Preferences | Oct 18, 2023 | counterfactual | —Unverified | 0 |
| Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs | Oct 17, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| From Identifiable Causal Representations to Controllable Counterfactual Generation: A Survey on Causal Generative Modeling | Oct 17, 2023 | counterfactualDensity Estimation | —Unverified | 0 |
| Will the Prince Get True Love's Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts | Oct 16, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data | Oct 16, 2023 | counterfactualEpidemiology | —Unverified | 0 |
| BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys | Oct 16, 2023 | counterfactualDenoising | —Unverified | 0 |
| Unified Merger List in the Container Shipping Industry from 1966 to 2022: A Structural Estimation of M&A Matching | Oct 15, 2023 | counterfactual | —Unverified | 0 |
| Evading Community Detection via Counterfactual Neighborhood Search | Oct 13, 2023 | Community Detectioncounterfactual | —Unverified | 0 |
| Estimating Individual Responses when Tomorrow Matters | Oct 13, 2023 | counterfactualregression | —Unverified | 0 |
| NeuroInspect: Interpretable Neuron-based Debugging Framework through Class-conditional Visualizations | Oct 11, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Deep Backtracking Counterfactuals for Causally Compliant Explanations | Oct 11, 2023 | counterfactualPhilosophy | CodeCode Available | 0 |