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Counterfactual Reasoning

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Showing 101–150 of 219 papers

TitleStatusHype
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
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
Offline Imitation Learning with Variational Counterfactual ReasoningCode0
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep CounterfactualsCode0
Viewing the process of generating counterfactuals as a source of knowledge: a new approach for explaining classifiers—0
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative LearningCode0
"Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming—0
Planning to Learn: A Novel Algorithm for Active Learning during Model-Based PlanningCode0
Disentangled Counterfactual Reasoning for Unbiased Sequential Recommendation—0
User-Controllable Recommendation via Counterfactual Retrospective and Prospective ExplanationsCode0
Leveraging Contextual Counterfactuals Toward Belief Calibration—0
Budgeting Counterfactual for Offline RL—0
Counterfactual Explanation for Fairness in Recommendation—0
Analyzing Intentional Behavior in Autonomous Agents under UncertaintyCode0
Counterfactual Collaborative Reasoning—0
From Database Repairs to Causality in Databases and Beyond—0
Counterfactuals Modulo Temporal Logics—0
Advancing Counterfactual Inference through Nonlinear Quantile Regression—0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
"What if?" in Probabilistic Logic ProgrammingCode0
IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions—0
SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control—0
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual ReasoningCode0
Causal Image Synthesis of Brain MR in 3D—0
Explaining Recommendation System Using Counterfactual Textual Explanations—0
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