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Counterfactual Reasoning

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Showing 151–175 of 219 papers

TitleStatusHype
Disentangled Counterfactual Reasoning for Unbiased Sequential Recommendation—0
Distribution-consistency Structural Causal Models—0
DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models—0
Estimating Categorical Counterfactuals via Deep Twin Networks—0
Evaluation of Induced Expert Knowledge in Causal Structure Learning by NOTEARS—0
Eventual Discounting Temporal Logic Counterfactual Experience Replay—0
Explaining Recommendation System Using Counterfactual Textual Explanations—0
Exploiting Contextual Structure to Generate Useful Auxiliary Tasks—0
Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning—0
Exploring Logically Dependent Multi-task Learning with Causal Inference—0
CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact DisentanglementCode0
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question AnsweringCode0
Counterfactual Story Reasoning and GenerationCode0
Causal Explanation of Convolutional Neural NetworksCode0
Adversarial Distribution Balancing for Counterfactual ReasoningCode0
Fighting Spurious Correlations in Text Classification via a Causal Learning PerspectiveCode0
Diffusion Counterfactual Generation with Semantic AbductionCode0
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal InferenceCode0
CLOMO: Counterfactual Logical Modification with Large Language ModelsCode0
Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender SystemCode0
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the DifferenceCode0
Dynamic Causal Collaborative FilteringCode0
Natural Counterfactuals With Necessary BacktrackingCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
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