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Counterfactual Reasoning

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Showing 51–75 of 219 papers

TitleStatusHype
Probabilistic and Causal Satisfiability: Constraining the Model—0
OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning—0
When Counterfactual Reasoning Fails: Chaos and Real-World Complexity—0
MASCOTS: Model-Agnostic Symbolic COunterfactual explanations for Time Series—0
A Causal Framework to Measure and Mitigate Non-binary Treatment DiscriminationCode0
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning—0
Causal Discovery and Counterfactual Reasoning to Optimize Persuasive Dialogue Policies—0
Neutralizing Bias in LLM Reasoning using Entailment GraphsCode0
Towards Causal Model-Based Policy Optimization—0
Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation—0
Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts—0
Can LLMs Explain Themselves Counterfactually?—0
A novel approach to the relationships between data features -- based on comprehensive examination of mathematical, technological, and causal methodology—0
CounterBench: A Benchmark for Counterfactuals Reasoning in Large Language Models—0
Controllable Sequence Editing for Biological and Clinical TrajectoriesCode0
Counterfactual Situation Testing: From Single to Multidimensional DiscriminationCode0
Asymmetrical Latent Representation for Individual Treatment Effect Modeling—0
Leveraging counterfactual concepts for debugging and improving CNN model performance—0
Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction—0
Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning—0
OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under OcclusionsCode0
Causal Responsibility Attribution for Human-AI CollaborationCode0
Fighting Spurious Correlations in Text Classification via a Causal Learning PerspectiveCode0
Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized RecommendationCode0
CausAdv: A Causal-based Framework for Detecting Adversarial ExamplesCode0
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