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TitleStatusHype
Counterfactual Generation Under Confounding—0
NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data AugmentationCode0
Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities—0
Augmentation by Counterfactual Explanation -- Fixing an Overconfident Classifier—0
The privacy issue of counterfactual explanations: explanation linkage attacks—0
Robustifying Sentiment Classification by Maximally Exploiting Few CounterfactualsCode0
Network Synthetic Interventions: A Causal Framework for Panel Data Under Network Interference—0
Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications—0
Adversarial De-confounding in Individualised Treatment Effects Estimation—0
Data-Augmented Counterfactual Learning for Bundle Recommendation—0
CPL: Counterfactual Prompt Learning for Vision and Language Models—0
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual ExplanationsCode0
Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual SamplesCode0
CLEAR: Generative Counterfactual Explanations on Graphs—0
Fair Effect Attribution in Parallel Online Experiments—0
Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media—0
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation—0
The COVID That Wasn't: Counterfactual Journalism Using GPT—0
Walk a Mile in Their Shoes: a New Fairness Criterion for Machine Learning—0
Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning—0
Feasible and Desirable Counterfactual Generation by Preserving Human Defined Constraints—0
A Neural Mean Embedding Approach for Back-door and Front-door Adjustment—0
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations—0
Causal and Counterfactual Views of Missing Data Models—0
Unit Selection: Case Study and Comparison with A/B Test Heuristic—0
Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction—0
CORE: A Retrieve-then-Edit Framework for Counterfactual Data GenerationCode0
Experiential Explanations for Reinforcement LearningCode0
Fine-grained Anomaly Detection in Sequential Data via Counterfactual Explanations—0
CLEAR: Causal Explanations from Attention in Neural Recommenders—0
FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training—0
The Influence of Explainable Artificial Intelligence: Nudging Behaviour or Boosting Capability?—0
Bikeability and the induced demand for cycling—0
Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees—0
Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction—0
AI-Assisted Discovery of Quantitative and Formal Models in Social ScienceCode0
Machine Reading, Fast and Slow: When Do Models “Understand” Language?—0
Transfer Learning for Individual Treatment Effect Estimation—0
The COVID That Wasn’t: Counterfactual Journalism Using GPT—0
Neural Causal Models for Counterfactual Identification and Estimation—0
Local and Regional Counterfactual Rules: Summarized and Robust Recourses—0
Debiasing Graph Neural Networks via Learning Disentangled Causal SubstructureCode0
Feature-based Learning for Diverse and Privacy-Preserving Counterfactual ExplanationsCode0
Robust Causality and False Attribution in Data-Driven Earth Science Discoveries—0
Answer-Set Programs for Repair Updates and Counterfactual Interventions—0
Counterfactual Explanations Using Optimization With Constraint LearningCode0
Electricity storage requirements to support the transition towards high renewable penetration levels: Application to the Greek power system—0
Towards Faithful Model Explanation in NLP: A Survey—0
Causal Effect Estimation with Global Probabilistic Forecasting: A Case Study of the Impact of Covid-19 Lockdowns on Energy Demand—0
Offline Evaluation of Reward-Optimizing Recommender Systems: The Case of Simulation—0
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