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Counterfactual Reasoning

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Showing 51–100 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
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal InferenceCode0
Cause and Effect: Can Large Language Models Truly Understand Causality?—0
Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic ResponseCode0
On the Arrow of Inference—0
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal ExplanationCode0
ACTER: Diverse and Actionable Counterfactual Sequences for Explaining and Diagnosing RL Policies—0
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines—0
Natural Counterfactuals With Necessary BacktrackingCode0
Distribution-consistency Structural Causal Models—0
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse—0
Bayesian Networks for Causal Analysis in Socioecological SystemsCode0
Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation—0
TIBET: Identifying and Evaluating Biases in Text-to-Image Generative ModelsCode0
Interpretable Knowledge Tracing via Response Influence-based Counterfactual ReasoningCode0
CLOMO: Counterfactual Logical Modification with Large Language ModelsCode0
Adversarial Distribution Balancing for Counterfactual ReasoningCode0
Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation—0
Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion ModelsCode1
Orca 2: Teaching Small Language Models How to Reason—0
Prompt Engineering a Prompt Engineer—0
Generating Pragmatic Examples to Train Neural Program SynthesizersCode0
Kindness in Multi-Agent Reinforcement Learning—0
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life VideosCode0
What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language ModelsCode1
Offline Imitation Learning with Variational Counterfactual ReasoningCode0
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