SOTAVerified

Counterfactual Reasoning

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 219 papers

TitleStatusHype
Use-Case-Grounded Simulations for Explanation Evaluation—0
Watch Out for the Safety-Threatening Actors: Proactively Mitigating Safety Hazards—0
Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning—0
Counterfactual harm—0
Reasoning about Counterfactuals to Improve Human Inverse Reinforcement LearningCode0
COLD Decoding: Energy-based Constrained Text Generation with Langevin DynamicsCode1
Counterfactual Phenotyping with Censored Time-to-EventsCode2
Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space—0
REST: Debiased Social Recommendation via Reconstructing Exposure StrategiesCode0
CausalKG: Causal Knowledge Graph Explainability using interventional and counterfactual reasoning—0
Debiased Learning from Naturally Imbalanced Pseudo-LabelsCode1
Contextual Debiasing for Visual Recognition With Causal MechanismsCode1
CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language ModelsCode1
Causal policy ranking—0
Learning Generalized Gumbel-max Causal MechanismsCode0
Transfer learning with causal counterfactual reasoning in Decision Transformers—0
fairadapt: Causal Reasoning for Fair Data Pre-processing—0
Intervention-based Recurrent Casual Model for Non-stationary Video Causal Discovery—0
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning—0
Causal Explanation of Convolutional Neural NetworksCode0
Counterfactual Evaluation for Explainable AI—0
Estimating Categorical Counterfactuals via Deep Twin Networks—0
Counterfactual Explainable RecommendationCode1
Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis ModelCode1
CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning—0
Score-Based Explanations in Data Management and Machine Learning: An Answer-Set Programming Approach to Counterfactual Analysis—0
Empowering Language Understanding with Counterfactual ReasoningCode1
To do or not to do: finding causal relations in smart homes—0
Case Level Counterfactual Reasoning in Process Mining—0
RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge—0
GANterfactual - Counterfactual Explanations for Medical Non-Experts using Generative Adversarial LearningCode1
Ferryman as SemEval-2020 Task 5: Optimized BERT for Detecting Counterfactuals—0
Reconsidering Generative Objectives For Counterfactual ReasoningCode1
Explaining by Removing: A Unified Framework for Model ExplanationCode1
Less is More: Attention Supervision with Counterfactuals for Text Classification—0
Exploring Logically Dependent Multi-task Learning with Causal Inference—0
Counterfactual Off-Policy Training for Neural Dialogue Generation—0
Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender SystemCode0
Using Deep Image Priors to Generate Counterfactual Explanations—0
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense ReasoningCode1
Social Commonsense Reasoning with Multi-Head Knowledge AttentionCode1
Reward Machines: Exploiting Reward Function Structure in Reinforcement LearningCode1
Interpretable Sequence Classification via Discrete OptimizationCode0
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal EffectCode1
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual ReasoningCode1
Counterfactual Vision-and-Language Navigation via Adversarial Path Sampler—0
IITK-RSA at SemEval-2020 Task 5: Detecting Counterfactuals—0
Learning "What-if" Explanations for Sequential Decision-Making—0
Medical idioms for clinical Bayesian network development—0
Learning to Communicate Using Counterfactual Reasoning—0
Show:102550
← PrevPage 4 of 5Next →

No leaderboard results yet.