SOTAVerified

Counterfactual Reasoning

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 219 papers

TitleStatusHype
CLOMO: Counterfactual Logical Modification with Large Language ModelsCode0
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
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door AdjustmentCode0
On Counterfactual Interventions in Vector Autoregressive ModelsCode0
Planning to Learn: A Novel Algorithm for Active Learning during Model-Based PlanningCode0
Causal Responsibility Attribution for Human-AI CollaborationCode0
CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact DisentanglementCode0
Counterfactual diagnosisCode0
Adversarial Distribution Balancing for Counterfactual ReasoningCode0
Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible ScenariosCode0
CausAdv: A Causal-based Framework for Detecting Adversarial ExamplesCode0
OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under OcclusionsCode0
Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender SystemCode0
Offline Imitation Learning with Variational Counterfactual ReasoningCode0
MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in EducationCode0
Bayesian Networks for Causal Analysis in Socioecological SystemsCode0
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep CounterfactualsCode0
Off-Policy Evaluation for Action-Dependent Non-Stationary EnvironmentsCode0
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative LearningCode0
Interpretable Sequence Classification via Discrete OptimizationCode0
Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic ResponseCode0
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based TrainingCode0
Causal Explanation of Convolutional Neural NetworksCode0
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual ReasoningCode0
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness settingCode0
Interpretable Knowledge Tracing via Response Influence-based Counterfactual ReasoningCode0
Counterfactual Reasoning with Knowledge Graph EmbeddingsCode0
Learning Generalized Gumbel-max Causal MechanismsCode0
Counterfactual Situation Testing: From Single to Multidimensional DiscriminationCode0
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the DifferenceCode0
Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized RecommendationCode0
Counterfactual Story Reasoning and GenerationCode0
A Causal Framework to Measure and Mitigate Non-binary Treatment DiscriminationCode0
Natural Counterfactuals With Necessary BacktrackingCode0
Neutralizing Bias in LLM Reasoning using Entailment GraphsCode0
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal ExplanationCode0
Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement LearningCode0
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question AnsweringCode0
From Feature Importance to Natural Language Explanations Using LLMs with RAGCode0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Generating Pragmatic Examples to Train Neural Program SynthesizersCode0
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life VideosCode0
Diffusion Counterfactual Generation with Semantic AbductionCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
Exogenous Isomorphism for Counterfactual IdentifiabilityCode0
Reasoning about Counterfactuals to Improve Human Inverse Reinforcement LearningCode0
Counterfactual Explanation for Fairness in Recommendation—0
Counterfactual Evaluation for Explainable AI—0
Show:102550
← PrevPage 2 of 5Next →

No leaderboard results yet.