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Counterfactual Reasoning

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Showing 76–100 of 219 papers

TitleStatusHype
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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