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Counterfactual Reasoning

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Showing 26–50 of 219 papers

TitleStatusHype
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
Gumbel Counterfactual Generation From Language ModelsCode1
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
Who is Responsible? Explaining Safety Violations in Multi-Agent Cyber-Physical Systems—0
A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference—0
Computational Grounding of Responsibility Attribution and Anticipation in LTLf—0
Rethinking Visual Counterfactual Explanations Through Region ConstraintCode0
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games—0
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention CausalityCode2
Mining Causality: AI-Assisted Search for Instrumental Variables—0
CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact DisentanglementCode0
DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models—0
Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs—0
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