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| DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation | Jun 21, 2024 | counterfactualimage-classification | CodeCode Available | 0 |
| Watching the Watchers: A Comparative Fairness Audit of Cloud-based Content Moderation Services | Jun 20, 2024 | counterfactualFairness | —Unverified | 0 |
| Causal Inference with Latent Variables: Recent Advances and Future Prospectives | Jun 20, 2024 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| An agent-based model of behaviour change calibrated to reversal learning data | Jun 20, 2024 | counterfactual | CodeCode Available | 0 |
| Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning | Jun 19, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use Inference | Jun 19, 2024 | counterfactual | CodeCode Available | 0 |
| Reinforcing Pre-trained Models Using Counterfactual Images | Jun 19, 2024 | Classificationcounterfactual | —Unverified | 0 |
| Interpreting Bias in Large Language Models: A Feature-Based Approach | Jun 18, 2024 | counterfactual | —Unverified | 0 |
| Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs | Jun 18, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| LLMs Are Prone to Fallacies in Causal Inference | Jun 18, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models | Jun 17, 2024 | Benchmarkingcounterfactual | —Unverified | 0 |
| Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs | Jun 17, 2024 | counterfactualHallucination | CodeCode Available | 0 |
| They're All Doctors: Synthesizing Diverse Counterfactuals to Mitigate Associative Bias | Jun 17, 2024 | Allcounterfactual | —Unverified | 0 |
| The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance | Jun 17, 2024 | counterfactualMMLU | —Unverified | 0 |
| Teleporter Theory: A General and Simple Approach for Modeling Cross-World Counterfactual Causality | Jun 17, 2024 | counterfactual | —Unverified | 0 |
| Towards Lifelong Dialogue Agents via Timeline-based Memory Management | Jun 16, 2024 | counterfactualManagement | —Unverified | 0 |
| IG2: Integrated Gradient on Iterative Gradient Path for Feature Attribution | Jun 16, 2024 | counterfactual | CodeCode Available | 1 |
| Validation of human benchmark models for Automated Driving System approval: How competent and careful are they really? | Jun 13, 2024 | counterfactual | —Unverified | 0 |
| VLind-Bench: Measuring Language Priors in Large Vision-Language Models | Jun 13, 2024 | counterfactual | CodeCode Available | 1 |
| Counterfactual-based Root Cause Analysis for Dynamical Systems | Jun 12, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counteracting Duration Bias in Video Recommendation via Counterfactual Watch Time | Jun 12, 2024 | counterfactualRecommendation Systems | CodeCode Available | 0 |
| Ablation Based Counterfactuals | Jun 12, 2024 | counterfactual | —Unverified | 0 |
| MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos | Jun 12, 2024 | counterfactualFuture prediction | CodeCode Available | 1 |
| Test-Time Fairness and Robustness in Large Language Models | Jun 11, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |