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Showing 851–900 of 2765 papers

TitleStatusHype
A Counterfactual Explanation Framework for Retrieval Models—0
Measuring the Reliability of Causal Probing Methods: Tradeoffs, Limitations, and the Plight of Nullifying Interventions—0
Ensuring Equitable Financial Decisions: Leveraging Counterfactual Fairness and Deep Learning for Bias—0
Evaluating Stability of Unreflective Alignment—0
Using LLMs for Explaining Sets of Counterfactual Examples to Final UsersCode0
DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models—0
Evaluating Alternative Training Interventions Using Personalized Computational Models of Learning—0
Aligning (Medical) LLMs for (Counterfactual) FairnessCode0
Benchmarking Counterfactual Interpretability in Deep Learning Models for Time Series Classification—0
Explainable Anomaly Detection: Counterfactual driven What-If Analysis—0
Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language ModelsCode0
NoMatterXAI: Generating "No Matter What" Alterfactual Examples for Explaining Black-Box Text Classification Models—0
Interactive Counterfactual Generation for Univariate Time Series—0
Counterfactual and Synthetic Control Method: Causal Inference with Instrumented Principal Component AnalysisCode0
Reasoning Beyond Bias: A Study on Counterfactual Prompting and Chain of Thought Reasoning—0
An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series—0
Social Debiasing for Fair Multi-modal LLMs—0
Generalized Encouragement-Based Instrumental Variables for Counterfactual RegressionCode0
Counterfactual Explanations with Probabilistic Guarantees on their Robustness to Model ChangeCode0
SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals—0
Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual ThinkingCode0
Methodological Explainability Evaluation of an Interpretable Deep Learning Model for Post-Hepatectomy Liver Failure Prediction Incorporating Counterfactual Explanations and Layerwise Relevance Propagation: A Prospective In Silico Trial—0
Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study—0
Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning—0
Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual FairnessCode0
Peer-induced Fairness: A Causal Approach for Algorithmic Fairness AuditingCode0
Individualized multi-horizon MRI trajectory prediction for Alzheimer's DiseaseCode0
Optimal and efficient text counterfactuals using Graph Neural NetworksCode0
Compositional Physical Reasoning of Objects and Events from Videos—0
Distributional Difference-in-Differences Models with Multiple Time Periods—0
A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor SegmentationCode0
An effect analysis of the balancing techniques on the counterfactual explanations of student success prediction modelsCode0
Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs—0
From Feature Importance to Natural Language Explanations Using LLMs with RAGCode0
DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations—0
Potential weights and implicit causal designs in linear regression—0
Practical and Robust Safety Guarantees for Advanced Counterfactual Learning to Rank—0
X-Fake: Juggling Utility Evaluation and Explanation of Simulated SAR Images—0
Causal modelling without introducing counterfactuals or abstract distributions—0
Effect of Austerity Measures on Infant Mortality: Evidence from Greece—0
Identification and inference of outcome conditioned partial effects of general interventions—0
FairFlow: An Automated Approach to Model-based Counterfactual Data Augmentation For NLPCode0
How does the national new area impact the local economy? -- An empirical analysis from Zhoushan—0
A Diffusion Model for Simulation Ready Coronary Anatomy with Morpho-skeletal Control—0
MedEdit: Counterfactual Diffusion-based Image Editing on Brain MRI—0
Industry Dynamics with Cartels: The Case of the Container Shipping Industry—0
MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction—0
Domain Adaptation for Industrial Time-series Forecasting via Counterfactual Inference—0
Towards the Causal Complete Cause of Multi-Modal Representation Learning—0
Evaluating the Reliability of Self-Explanations in Large Language ModelsCode0
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