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Counterfactual Reasoning

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Showing 51–100 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
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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