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Counterfactual Reasoning

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Showing 26–50 of 219 papers

TitleStatusHype
Gumbel Counterfactual Generation From Language ModelsCode1
Causal Action Influence Aware Counterfactual Data AugmentationCode1
Counterfactual Explainable RecommendationCode1
Counterfactual reasoning: Testing language models' understanding of hypothetical scenariosCode1
Graph Neural Networks for Vulnerability Detection: A Counterfactual ExplanationCode1
Global Counterfactual Explainer for Graph Neural NetworksCode1
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question AnsweringCode1
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of CodeCode1
Counterfactual reasoning: Do language models need world knowledge for causal understanding?Code1
COLD Decoding: Energy-based Constrained Text Generation with Langevin DynamicsCode1
CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language ModelsCode1
An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning—0
Case Level Counterfactual Reasoning in Process Mining—0
Actionable Recourse via GANs for Mobile Health—0
Can LLMs Explain Themselves Counterfactually?—0
Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models—0
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse—0
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning—0
Budgeting Counterfactual for Offline RL—0
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation—0
Counterfactual Explanation for Fairness in Recommendation—0
Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts—0
Learning "What-if" Explanations for Sequential Decision-Making—0
Ceteris paribus logic in counterfactual reasoning—0
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines—0
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