SOTAVerified

Counterfactual Reasoning

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 219 papers

TitleStatusHype
OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual ReasoningCode4
Counterfactual Phenotyping with Censored Time-to-EventsCode2
Causal Reasoning and Large Language Models: Opening a New Frontier for CausalityCode2
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention CausalityCode2
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense ReasoningCode1
Empowering Language Understanding with Counterfactual ReasoningCode1
Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge TracingCode1
Counterfactual Learning of Stochastic Policies with Continuous Actions: from Models to Offline EvaluationCode1
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual ReasoningCode1
Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement LearningCode1
Transformers as Soft Reasoners over LanguageCode1
SCOTT: Self-Consistent Chain-of-Thought DistillationCode1
Reconsidering Generative Objectives For Counterfactual ReasoningCode1
Contextual Debiasing for Visual Recognition With Causal MechanismsCode1
Debiased Learning from Naturally Imbalanced Pseudo-LabelsCode1
Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion ModelsCode1
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment AnalysisCode1
Explaining by Removing: A Unified Framework for Model ExplanationCode1
Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis ModelCode1
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal EffectCode1
Reward Machines: Exploiting Reward Function Structure in Reinforcement LearningCode1
Social Commonsense Reasoning with Multi-Head Knowledge AttentionCode1
Towards Explainable Motion Prediction using Heterogeneous Graph RepresentationsCode1
What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language ModelsCode1
GANterfactual - Counterfactual Explanations for Medical Non-Experts using Generative Adversarial LearningCode1
Gumbel Counterfactual Generation From Language ModelsCode1
Causal Action Influence Aware Counterfactual Data AugmentationCode1
Counterfactual Explainable RecommendationCode1
Counterfactual reasoning: Testing language models' understanding of hypothetical scenariosCode1
Graph Neural Networks for Vulnerability Detection: A Counterfactual ExplanationCode1
Global Counterfactual Explainer for Graph Neural NetworksCode1
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question AnsweringCode1
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of CodeCode1
Counterfactual reasoning: Do language models need world knowledge for causal understanding?Code1
COLD Decoding: Energy-based Constrained Text Generation with Langevin DynamicsCode1
CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language ModelsCode1
An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning—0
Case Level Counterfactual Reasoning in Process Mining—0
Actionable Recourse via GANs for Mobile Health—0
Can LLMs Explain Themselves Counterfactually?—0
Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models—0
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse—0
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning—0
Budgeting Counterfactual for Offline RL—0
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation—0
Counterfactual Explanation for Fairness in Recommendation—0
Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts—0
Learning "What-if" Explanations for Sequential Decision-Making—0
Ceteris paribus logic in counterfactual reasoning—0
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines—0
Show:102550
← PrevPage 1 of 5Next →

No leaderboard results yet.