| Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems | Feb 29, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Applications of 0-1 Neural Networks in Prescription and Prediction | Feb 29, 2024 | counterfactualDecision Making | —Unverified | 0 |
| AKEW: Assessing Knowledge Editing in the Wild | Feb 29, 2024 | Articlescounterfactual | CodeCode Available | 0 |
| Longitudinal Counterfactuals: Constraints and Opportunities | Feb 29, 2024 | counterfactual | —Unverified | 0 |
| Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators | Feb 28, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Cause and Effect: Can Large Language Models Truly Understand Causality? | Feb 28, 2024 | Causal DiscoveryCausal Identification | —Unverified | 0 |
| QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations | Feb 27, 2024 | counterfactualExplainable Models | —Unverified | 0 |
| Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic Response | Feb 27, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Repeated Contracting with Multiple Non-Myopic Agents: Policy Regret and Limited Liability | Feb 27, 2024 | counterfactual | —Unverified | 0 |
| Introducing User Feedback-based Counterfactual Explanations (UFCE) | Feb 26, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Impact of Physical Activity on Quality of Life During Pregnancy: A Causal ML Approach | Feb 25, 2024 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Unmasking Dementia Detection by Masking Input Gradients: A JSM Approach to Model Interpretability and Precision | Feb 25, 2024 | counterfactual | —Unverified | 0 |
| Counterfactual Generation with Identifiability Guarantees | Feb 23, 2024 | counterfactualStyle Transfer | CodeCode Available | 0 |
| Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models | Feb 23, 2024 | Abstractive Text SummarizationContrastive Learning | —Unverified | 0 |
| Reimagining Anomalies: What If Anomalies Were Normal? | Feb 22, 2024 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration | Feb 22, 2024 | counterfactualDomain Generalization | CodeCode Available | 0 |
| Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models | Feb 22, 2024 | counterfactualImputation | —Unverified | 0 |
| On the Arrow of Inference | Feb 22, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Do Large Language Models Understand Logic or Just Mimick Context? | Feb 19, 2024 | counterfactualIn-Context Learning | —Unverified | 0 |
| Towards AI-Based Precision Oncology: A Machine Learning Framework for Personalized Counterfactual Treatment Suggestions based on Multi-Omics Data | Feb 19, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark | Feb 19, 2024 | counterfactualMulti-hop Question Answering | —Unverified | 0 |
| M2K-VDG: Model-Adaptive Multimodal Knowledge Anchor Enhanced Video-grounded Dialogue Generation | Feb 19, 2024 | counterfactualDialogue Generation | —Unverified | 0 |
| Generating Survival Interpretable Trajectories and Data | Feb 19, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Easy as ABCs: Unifying Boltzmann Q-Learning and Counterfactual Regret Minimization | Feb 19, 2024 | counterfactualOpenAI Gym | —Unverified | 0 |
| Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability | Feb 17, 2024 | Contrastive Learningcounterfactual | CodeCode Available | 0 |
| A Practical Method for Generating String Counterfactuals | Feb 17, 2024 | counterfactualData Augmentation | CodeCode Available | 0 |
| Explainability for Machine Learning Models: From Data Adaptability to User Perception | Feb 16, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Best of Three Worlds: Adaptive Experimentation for Digital Marketing in Practice | Feb 16, 2024 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Identification with Posterior-Separable Information Costs | Feb 15, 2024 | counterfactual | —Unverified | 0 |
| Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models | Feb 14, 2024 | counterfactual | —Unverified | 0 |
| The Effect of Data Poisoning on Counterfactual Explanations | Feb 13, 2024 | counterfactualData Poisoning | 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 |
| Counterfactual Influence in Markov Decision Processes | Feb 13, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| One-for-many Counterfactual Explanations by Column Generation | Feb 12, 2024 | counterfactual | —Unverified | 0 |
| MAFIA: Multi-Adapter Fused Inclusive LanguAge Models | Feb 12, 2024 | counterfactualData Augmentation | —Unverified | 0 |
| SportsNGEN: Sustained Generation of Realistic Multi-player Sports Gameplay | Feb 10, 2024 | counterfactualDecision Making | —Unverified | 0 |
| ACTER: Diverse and Actionable Counterfactual Sequences for Explaining and Diagnosing RL Policies | Feb 9, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates | Feb 8, 2024 | Code CompletionCode Generation | —Unverified | 0 |
| CounterCLR: Counterfactual Contrastive Learning with Non-random Missing Data in Recommendation | Feb 8, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Game-theoretic Counterfactual Explanation for Graph Neural Networks | Feb 8, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Collective Counterfactual Explanations via Optimal Transport | Feb 7, 2024 | counterfactual | —Unverified | 0 |
| Explaining Learned Reward Functions with Counterfactual Trajectories | Feb 7, 2024 | counterfactual | CodeCode Available | 0 |
| De-amplifying Bias from Differential Privacy in Language Model Fine-tuning | Feb 7, 2024 | counterfactualData Augmentation | —Unverified | 0 |
| CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines | Feb 6, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Counterfactual Generation with Answer Set Programming | Feb 6, 2024 | Attributecounterfactual | —Unverified | 0 |
| The Role of Child Gender in the Formation of Parents' Social Networks | Feb 6, 2024 | counterfactual | —Unverified | 0 |
| In-context learning agents are asymmetric belief updaters | Feb 6, 2024 | counterfactualIn-Context Learning | —Unverified | 0 |
| Recommendation Fairness in Social Networks Over Time | Feb 5, 2024 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Fairness Is Not Demographic Parity, and Other Observations | Feb 5, 2024 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Explanations of Black-box Machine Learning Models using Causal Discovery with Applications to Credit Rating | Feb 5, 2024 | Causal Discoverycounterfactual | —Unverified | 0 |