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counterfactual

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Showing 2301–2350 of 2765 papers

TitleStatusHype
Explaining Image Classifiers by Counterfactual GenerationCode0
MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in EducationCode0
CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data using Normalizing FlowsCode0
Explaining Learned Reward Functions with Counterfactual TrajectoriesCode0
DeDUCE: Generating Counterfactual Explanations EfficientlyCode0
TIBET: Identifying and Evaluating Biases in Text-to-Image Generative ModelsCode0
Decompose-and-Compose: A Compositional Approach to Mitigating Spurious CorrelationCode0
PyUAT: Open-source Python framework for efficient and scalable cell trackingCode0
Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMsCode0
Explaining Reinforcement Learning Agents Through Counterfactual Action OutcomesCode0
Explaining Reinforcement Learning Policies through Counterfactual TrajectoriesCode0
Explaining Reject Options of Learning Vector Quantization ClassifiersCode0
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic FeaturesCode0
Explaining Text Classifiers with Counterfactual RepresentationsCode0
Masks and COVID-19: a causal framework for imputing value to public-health interventionsCode0
QA-NatVer: Question Answering for Natural Logic-based Fact VerificationCode0
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door AdjustmentCode0
Using LLMs for Explaining Sets of Counterfactual Examples to Final UsersCode0
DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual ExplanationsCode0
Time Can Invalidate Algorithmic RecourseCode0
"Explain it in the Same Way!" -- Model-Agnostic Group Fairness of Counterfactual ExplanationsCode0
BUT-FIT at SemEval-2020 Task 5: Automatic detection of counterfactual statements with deep pre-trained language representation modelsCode0
On Model Stability as a Function of Random SeedCode0
An exact counterfactual-example-based approach to tree-ensemble models interpretabilityCode0
Explore Spurious Correlations at the Concept Level in Language Models for Text ClassificationCode0
MCCE: Monte Carlo sampling of realistic counterfactual explanationsCode0
M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency MapsCode0
Decision Support System for Chronic Diseases Based on Drug-Drug InteractionsCode0
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly DetectionCode0
Solving the Class Imbalance Problem Using a Counterfactual Method for Data AugmentationCode0
Debiasing Text Safety Classifiers through a Fairness-Aware EnsembleCode0
Debiasing Recommendation by Learning Identifiable Latent ConfoundersCode0
An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic ControlsCode0
Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective OptimizationCode0
Counterfactual Data Augmentation via Perspective Transition for Open-Domain DialoguesCode0
Debiasing Graph Neural Networks via Learning Disentangled Causal SubstructureCode0
Cycle-Balanced Representation Learning For Counterfactual InferenceCode0
RACCER: Towards Reachable and Certain Counterfactual Explanations for Reinforcement LearningCode0
Unbiased Delayed Feedback Label Correction for Conversion Rate PredictionCode0
Extractive Structures Learned in Pretraining Enable Generalization on Finetuned FactsCode0
Weighted Sum-Rate Maximization With Causal Inference for Latent Interference EstimationCode0
To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User InteractionsCode0
Bursting the Burden Bubble? An Assessment of Sharma et al.'s Counterfactual-based Fairness MetricCode0
CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition ModelsCode0
Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference ModelsCode0
Cross-view Geo-localization via Learning Disentangled Geometric Layout CorrespondenceCode0
FADE: FAir Double Ensemble Learning for Observable and Counterfactual OutcomesCode0
When Selection Meets Intervention: Additional Complexities in Causal DiscoveryCode0
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual InferenceCode0
Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's DecisionCode0
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