| CLOMO: Counterfactual Logical Modification with Large Language Models | Nov 29, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic Response | Feb 27, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios | Sep 16, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment | Mar 5, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Generating Pragmatic Examples to Train Neural Program Synthesizers | Nov 9, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Controllable Sequence Editing for Biological and Clinical Trajectories | Feb 5, 2025 | counterfactualCounterfactual Inference | CodeCode Available | 0 | 5 |
| Natural Counterfactuals With Necessary Backtracking | Feb 2, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Neutralizing Bias in LLM Reasoning using Entailment Graphs | Mar 14, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Causal Responsibility Attribution for Human-AI Collaboration | Nov 5, 2024 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| Adversarial Distribution Balancing for Counterfactual Reasoning | Nov 28, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination | Mar 28, 2025 | Binary Classificationcounterfactual | CodeCode Available | 0 | 5 |
| CausAdv: A Causal-based Framework for Detecting Adversarial Examples | Oct 29, 2024 | Adversarial Robustnesscounterfactual | CodeCode Available | 0 | 5 |
| Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation | Feb 13, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation | Oct 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals | Oct 5, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Exogenous Isomorphism for Counterfactual Identifiability | May 4, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| From Feature Importance to Natural Language Explanations Using LLMs with RAG | Jul 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Dynamic Causal Collaborative Filtering | Aug 23, 2022 | Collaborative Filteringcounterfactual | CodeCode Available | 0 | 5 |
| Efficient Classification with Counterfactual Reasoning and Active Learning | Jul 25, 2022 | Active LearningClassification | CodeCode Available | 0 | 5 |
| Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training | Apr 9, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Causal Explanation of Convolutional Neural Networks | Sep 13, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| Diffusion Counterfactual Generation with Semantic Abduction | Jun 9, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting | Feb 16, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference | Mar 2, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 | 5 |
| Empowering Counterfactual Reasoning over Graph Neural Networks through Inductivity | Jun 7, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
