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Counterfactual Reasoning

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Showing 76–100 of 219 papers

TitleStatusHype
Who is Responsible? Explaining Safety Violations in Multi-Agent Cyber-Physical Systems—0
Computational Grounding of Responsibility Attribution and Anticipation in LTLf—0
A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference—0
Rethinking Visual Counterfactual Explanations Through Region ConstraintCode0
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games—0
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
From Feature Importance to Natural Language Explanations Using LLMs with RAGCode0
A Diffusion Model for Simulation Ready Coronary Anatomy with Morpho-skeletal Control—0
Popular News Always Compete for the User's Attention! POPK: Mitigating Popularity Bias via a Temporal-Counterfactual—0
A Critical Review of Causal Reasoning Benchmarks for Large Language Models—0
MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in EducationCode0
On Counterfactual Interventions in Vector Autoregressive ModelsCode0
Causal Inference with Latent Variables: Recent Advances and Future Prospectives—0
ACCORD: Closing the Commonsense Measurability GapCode0
Mutatis Mutandis: Revisiting the Comparator in Discrimination TestingCode0
From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy—0
Out-of-Distribution Adaptation in Offline RL: Counterfactual Reasoning via Causal Normalizing Flows—0
Counterfactual Reasoning Using Predicted Latent Personality Dimensions for Optimizing Persuasion Outcome—0
Look Before You Decide: Prompting Active Deduction of MLLMs for Assumptive Reasoning—0
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based TrainingCode0
CausalBench: A Comprehensive Benchmark for Causal Learning Capability of LLMs—0
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation—0
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