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Counterfactual Reasoning

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Showing 101–125 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
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