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Counterfactual Reasoning

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Showing 51–100 of 219 papers

TitleStatusHype
Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible ScenariosCode0
Planning to Learn: A Novel Algorithm for Active Learning during Model-Based PlanningCode0
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative LearningCode0
Analyzing Intentional Behavior in Autonomous Agents under UncertaintyCode0
Causal Responsibility Attribution for Human-AI CollaborationCode0
CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact DisentanglementCode0
Fighting Spurious Correlations in Text Classification via a Causal Learning PerspectiveCode0
Adversarial Distribution Balancing for Counterfactual ReasoningCode0
Reasoning about Counterfactuals to Improve Human Inverse Reinforcement LearningCode0
Off-Policy Evaluation for Action-Dependent Non-Stationary EnvironmentsCode0
Counterfactual Story Reasoning and GenerationCode0
CausAdv: A Causal-based Framework for Detecting Adversarial ExamplesCode0
Neutralizing Bias in LLM Reasoning using Entailment GraphsCode0
Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender SystemCode0
Bayesian Networks for Causal Analysis in Socioecological SystemsCode0
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep CounterfactualsCode0
Natural Counterfactuals With Necessary BacktrackingCode0
On Counterfactual Interventions in Vector Autoregressive ModelsCode0
Interpretable Sequence Classification via Discrete OptimizationCode0
Interpretable Knowledge Tracing via Response Influence-based Counterfactual ReasoningCode0
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based TrainingCode0
Causal Explanation of Convolutional Neural NetworksCode0
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness settingCode0
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual ReasoningCode0
Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic ResponseCode0
MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in EducationCode0
From Feature Importance to Natural Language Explanations Using LLMs with RAGCode0
Counterfactual Reasoning with Knowledge Graph EmbeddingsCode0
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal ExplanationCode0
Counterfactual Situation Testing: From Single to Multidimensional DiscriminationCode0
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the DifferenceCode0
Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized RecommendationCode0
Generating Pragmatic Examples to Train Neural Program SynthesizersCode0
A Causal Framework to Measure and Mitigate Non-binary Treatment DiscriminationCode0
OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under OcclusionsCode0
Offline Imitation Learning with Variational Counterfactual ReasoningCode0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life VideosCode0
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question AnsweringCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
Exogenous Isomorphism for Counterfactual IdentifiabilityCode0
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door AdjustmentCode0
Diffusion Counterfactual Generation with Semantic AbductionCode0
REST: Debiased Social Recommendation via Reconstructing Exposure StrategiesCode0
Counterfactual Explanation for Fairness in Recommendation—0
Counterfactual Evaluation for Explainable AI—0
Case Level Counterfactual Reasoning in Process Mining—0
An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning—0
Counterfactual Collaborative Reasoning—0
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