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Counterfactual Reasoning

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Showing 51–75 of 219 papers

TitleStatusHype
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
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question AnsweringCode1
Causal Action Influence Aware Counterfactual Data AugmentationCode1
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
OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual ReasoningCode4
Graph Neural Networks for Vulnerability Detection: A Counterfactual ExplanationCode1
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
GCAM: Gaussian and causal-attention model of food fine-grained recognition—0
Silico-centric Theory of Mind—0
Counterfactual Reasoning with Knowledge Graph EmbeddingsCode0
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door AdjustmentCode0
GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional ConnectivityCode0
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