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Counterfactual Reasoning

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TitleStatusHype
Exploiting Contextual Structure to Generate Useful Auxiliary Tasks—0
Eventual Discounting Temporal Logic Counterfactual Experience Replay—0
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the DifferenceCode0
Prompting Large Language Models With the Socratic Method—0
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness settingCode0
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning—0
Off-Policy Evaluation for Action-Dependent Non-Stationary EnvironmentsCode0
Explaining ELH Concept Descriptions through Counterfactual Reasoning—0
Evaluation of Induced Expert Knowledge in Causal Structure Learning by NOTEARS—0
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning—0
Causal Temporal Reasoning for Markov Decision Processes—0
On the Complexity of Counterfactual Reasoning—0
Actionable Recourse via GANs for Mobile Health—0
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question AnsweringCode0
Backtracking Counterfactuals—0
Neural Causal Models for Counterfactual Identification and Estimation—0
Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible ScenariosCode0
Dynamic Causal Collaborative FilteringCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
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
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
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
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
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
Ferryman as SemEval-2020 Task 5: Optimized BERT for Detecting Counterfactuals—0
Less is More: Attention Supervision with Counterfactuals for Text Classification—0
Counterfactual Off-Policy Training for Neural Dialogue Generation—0
Exploring Logically Dependent Multi-task Learning with Causal Inference—0
Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender SystemCode0
Using Deep Image Priors to Generate Counterfactual Explanations—0
Interpretable Sequence Classification via Discrete OptimizationCode0
Counterfactual Vision-and-Language Navigation via Adversarial Path Sampler—0
IITK-RSA at SemEval-2020 Task 5: Detecting Counterfactuals—0
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