| Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions | Jul 20, 2021 | counterfactualMedical Diagnosis | —Unverified | 0 |
| Independent Ethical Assessment of Text Classification Models: A Hate Speech Detection Case Study | Jul 19, 2021 | counterfactualHate Speech Detection | —Unverified | 0 |
| DiCE4EL: Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach | Jul 19, 2021 | counterfactual | —Unverified | 0 |
| CETransformer: Casual Effect Estimation via Transformer Based Representation Learning | Jul 19, 2021 | counterfactualRepresentation Learning | —Unverified | 0 |
| Attribution of Predictive Uncertainties in Classification Models | Jul 19, 2021 | BenchmarkingClassification | CodeCode Available | 0 |
| Using Causal Analysis for Conceptual Deep Learning Explanation | Jul 10, 2021 | Causal InferenceClinical Knowledge | CodeCode Available | 0 |
| A Framework and Benchmarking Study for Counterfactual Generating Methods on Tabular Data | Jul 9, 2021 | Benchmarkingcounterfactual | —Unverified | 0 |
| Robust Counterfactual Explanations on Graph Neural Networks | Jul 8, 2021 | counterfactualPrediction | —Unverified | 0 |
| Nested Counterfactual Identification from Arbitrary Surrogate Experiments | Jul 7, 2021 | counterfactualFairness | —Unverified | 0 |
| Robustifying Multi-hop QA through Pseudo-Evidentiality Training | Jul 7, 2021 | counterfactualMulti-hop Question Answering | —Unverified | 0 |
