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Counterfactual Reasoning

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Showing 101–150 of 219 papers

TitleStatusHype
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep CounterfactualsCode0
Viewing the process of generating counterfactuals as a source of knowledge: a new approach for explaining classifiers—0
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative LearningCode0
"Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming—0
Planning to Learn: A Novel Algorithm for Active Learning during Model-Based PlanningCode0
Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge TracingCode1
Disentangled Counterfactual Reasoning for Unbiased Sequential Recommendation—0
User-Controllable Recommendation via Counterfactual Retrospective and Prospective ExplanationsCode0
Leveraging Contextual Counterfactuals Toward Belief Calibration—0
Budgeting Counterfactual for Offline RL—0
Counterfactual Explanation for Fairness in Recommendation—0
Analyzing Intentional Behavior in Autonomous Agents under UncertaintyCode0
Counterfactual Collaborative Reasoning—0
From Database Repairs to Causality in Databases and Beyond—0
Counterfactuals Modulo Temporal Logics—0
Advancing Counterfactual Inference through Nonlinear Quantile Regression—0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of CodeCode1
Counterfactual reasoning: Testing language models' understanding of hypothetical scenariosCode1
"What if?" in Probabilistic Logic ProgrammingCode0
IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions—0
SCOTT: Self-Consistent Chain-of-Thought DistillationCode1
Causal Reasoning and Large Language Models: Opening a New Frontier for CausalityCode2
SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control—0
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual ReasoningCode0
Causal Image Synthesis of Brain MR in 3D—0
Explaining Recommendation System Using Counterfactual Textual Explanations—0
Exploiting Contextual Structure to Generate Useful Auxiliary Tasks—0
Eventual Discounting Temporal Logic Counterfactual Experience Replay—0
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the DifferenceCode0
Prompting Large Language Models With the Socratic Method—0
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning—0
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness settingCode0
Off-Policy Evaluation for Action-Dependent Non-Stationary EnvironmentsCode0
Explaining ELH Concept Descriptions through Counterfactual Reasoning—0
Evaluation of Induced Expert Knowledge in Causal Structure Learning by NOTEARS—0
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning—0
Causal Temporal Reasoning for Markov Decision Processes—0
Towards Explainable Motion Prediction using Heterogeneous Graph RepresentationsCode1
Counterfactual reasoning: Do language models need world knowledge for causal understanding?Code1
On the Complexity of Counterfactual Reasoning—0
Actionable Recourse via GANs for Mobile Health—0
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question AnsweringCode0
Backtracking Counterfactuals—0
Global Counterfactual Explainer for Graph Neural NetworksCode1
Neural Causal Models for Counterfactual Identification and Estimation—0
Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible ScenariosCode0
Dynamic Causal Collaborative FilteringCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment AnalysisCode1
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