| From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems | Oct 28, 2021 | counterfactualExplainable Models | —Unverified | 0 |
| Physically Explainable CNN for SAR Image Classification | Oct 27, 2021 | ClassificationExplainable Models | CodeCode Available | 1 |
| Deconfounded and Explainable Interactive Vision-Language Retrieval of Complex Scenes | Oct 17, 2021 | Explainable ModelsLanguage Modelling | —Unverified | 0 |
| Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation | Oct 16, 2021 | Common Sense ReasoningExplainable Models | —Unverified | 0 |
| Self-explaining Neural Network with Concept-based Explanations for ICU Mortality Prediction | Oct 9, 2021 | Deep LearningExplainable Models | —Unverified | 0 |
| Consistent Explanations by Contrastive Learning | Oct 1, 2021 | Contrastive LearningExplainable artificial intelligence | CodeCode Available | 1 |
| FaxPlainAC: A Fact-Checking Tool Based on EXPLAINable Models with HumAn Correction in the Loop | Sep 12, 2021 | Explainable ModelsFact Checking | —Unverified | 0 |
| Global and Local Interpretation of black-box Machine Learning models to determine prognostic factors from early COVID-19 data | Sep 10, 2021 | BIG-bench Machine LearningExplainable Models | CodeCode Available | 0 |
| Deriving Explanation of Deep Visual Saliency Models | Sep 8, 2021 | Explainable ModelsSaliency Prediction | —Unverified | 0 |
| A Framework for Learning Ante-hoc Explainable Models via Concepts | Aug 25, 2021 | Explainable ModelsExplanation Generation | CodeCode Available | 0 |
