explainable artificial intelligence

Natural Language Counterfactual Explanations for Graphs Using Large Language Models AISTATS 2025 REPEAT: Improving Uncertainty Estimation in Representation Learning Explainability AAAI 2025 SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks AAAI 2025 Towards Trustable SHAP Scores AAAI 2025 Using Explainable AI and Hierarchical Planning for Outreach with Robots AAAI 2025 VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models CVPR 2025 Who’s the Author? How Explanations Impact User Reliance in AI-Assisted Authorship Attribution EMNLP 2025 XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification ICLR 2025 An Explainable Approach to Understanding Gender Stereotype Text ACL 2024 Approximating the Shapley Value without Marginal Contributions AAAI 2024 Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles AAAI 2024 CIDR: A Cooperative Integrated Dynamic Refining Method for Minimal Feature Removal Problem AAAI 2024 Evaluating the Effectiveness of Explainable Artificial Intelligence Approaches (Student Abstract) AAAI 2024 Interpretable data-driven model predictive control of building energy systems using SHAP L4DC 2024 Intrinsic Subgraph Generation for Interpretable Graph Based Visual Question Answering COLING 2024 Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis COLING 2024 Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models EACL 2024 MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment AAAI 2024 On the Impact of Neighbourhood Sampling to Satisfy Sufficiency and Necessity Criteria in Explainable AI CLeaR 2024 Opening the Black Box: Unraveling the Classroom Dialogue Analysis (Student Abstract) AAAI 2024 Position: Explain to Question not to Justify ICML 2024 Probabilities of Causation for Continuous and Vector Variables UAI 2024 Self-Interpretable Graph Learning with Sufficient and Necessary Explanations AAAI 2024 shapiq: Shapley Interactions for Machine Learning NeurIPS 2024 The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI EMNLP 2024