| OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning | May 2, 2024 | Autonomous Drivingcounterfactual | CodeCode Available | 4 |
| Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality | Oct 7, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| Causal Reasoning and Large Language Models: Opening a New Frontier for Causality | Apr 28, 2023 | Causal DiscoveryCommon Sense Reasoning | CodeCode Available | 2 |
| Counterfactual Phenotyping with Censored Time-to-Events | Feb 22, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 2 |
| Gumbel Counterfactual Generation From Language Models | Nov 11, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering | Jun 2, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Causal Action Influence Aware Counterfactual Data Augmentation | May 29, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation | Apr 24, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion Models | Nov 20, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models | Oct 10, 2023 | BenchmarkingCode Generation | CodeCode Available | 1 |
| Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge Tracing | Aug 15, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code | May 30, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios | May 26, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| SCOTT: Self-Consistent Chain-of-Thought Distillation | May 3, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Towards Explainable Motion Prediction using Heterogeneous Graph Representations | Dec 7, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Global Counterfactual Explainer for Graph Neural Networks | Oct 21, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis | Jul 24, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics | Feb 23, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Debiased Learning from Naturally Imbalanced Pseudo-Labels | Jan 5, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Contextual Debiasing for Visual Recognition With Causal Mechanisms | Jan 1, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language Models | Dec 22, 2021 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Counterfactual Explainable Recommendation | Aug 24, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis Model | Aug 21, 2021 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Empowering Language Understanding with Counterfactual Reasoning | Jun 6, 2021 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
