| BiasEdit: Debiasing Stereotyped Language Models via Model Editing | Mar 11, 2025 | counterfactualLanguage Modeling | CodeCode Available | 1 |
| POPGym Arcade: Parallel Pixelated POMDPs | Mar 3, 2025 | counterfactualImitation Learning | CodeCode Available | 1 |
| RobustX: Robust Counterfactual Explanations Made Easy | Feb 19, 2025 | counterfactualDecision Making | CodeCode Available | 1 |
| Reevaluating Policy Gradient Methods for Imperfect-Information Games | Feb 13, 2025 | counterfactualDeep Reinforcement Learning | CodeCode Available | 1 |
| Explaining 3D Computed Tomography Classifiers with Counterfactuals | Feb 11, 2025 | Computed Tomography (CT)counterfactual | CodeCode Available | 1 |
| RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects | Jan 30, 2025 | counterfactualRAG | CodeCode Available | 1 |
| Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations | Jan 21, 2025 | counterfactualFairness | CodeCode Available | 1 |
| MECD+: Unlocking Event-Level Causal Graph Discovery for Video Reasoning | Jan 13, 2025 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| FedCFA: Alleviating Simpson's Paradox in Model Aggregation with Counterfactual Federated Learning | Dec 25, 2024 | counterfactualDistributed Optimization | CodeCode Available | 1 |
| DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA | Dec 6, 2024 | counterfactualLanguage Model Evaluation | CodeCode Available | 1 |
| Language Models as Causal Effect Generators | Nov 12, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Gumbel Counterfactual Generation From Language Models | Nov 11, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| BIFRÖST: 3D-Aware Image compositing with Language Instructions | Oct 24, 2024 | counterfactualImage Harmonization | CodeCode Available | 1 |
| Reflection-Bench: probing AI intelligence with reflection | Oct 21, 2024 | counterfactualDecision Making | CodeCode Available | 1 |
| Counterfactual Generative Modeling with Variational Causal Inference | Oct 16, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAE | Oct 14, 2024 | counterfactual | CodeCode Available | 1 |
| Counterfactual Causal Inference in Natural Language with Large Language Models | Oct 8, 2024 | ArticlesCausal Inference | CodeCode Available | 1 |
| Entering Real Social World! Benchmarking the Social Intelligence of Large Language Models from a First-person Perspective | Oct 8, 2024 | AttributeBenchmarking | CodeCode Available | 1 |
| Refining Counterfactual Explanations With Joint-Distribution-Informed Shapley Towards Actionable Minimality | Oct 7, 2024 | counterfactual | CodeCode Available | 1 |
| Vinoground: Scrutinizing LMMs over Dense Temporal Reasoning with Short Videos | Oct 3, 2024 | counterfactual | CodeCode Available | 1 |
| Explainable Earth Surface Forecasting under Extreme Events | Oct 2, 2024 | counterfactualEarth Observation | CodeCode Available | 1 |
| Counterfactual Token Generation in Large Language Models | Sep 25, 2024 | Bias Detectioncounterfactual | CodeCode Available | 1 |
| Enhancing RL Safety with Counterfactual LLM Reasoning | Sep 16, 2024 | counterfactualLanguage Modeling | CodeCode Available | 1 |
| Robust image representations with counterfactual contrastive learning | Sep 16, 2024 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modeling | Sep 9, 2024 | counterfactualDisentanglement | CodeCode Available | 1 |
