| "Explanation" is Not a Technical Term: The Problem of Ambiguity in XAI | Jun 27, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI | Jun 22, 2022 | Explainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Explanation-based Counterfactual Retraining(XCR): A Calibration Method for Black-box Models | Jun 22, 2022 | counterfactualExplainable artificial intelligence | —Unverified | 0 |
| OpenXAI: Towards a Transparent Evaluation of Model Explanations | Jun 22, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Eliminating The Impossible, Whatever Remains Must Be True | Jun 20, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Machine Learning in Sports: A Case Study on Using Explainable Models for Predicting Outcomes of Volleyball Matches | Jun 18, 2022 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations | Jun 15, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Explainable AI for High Energy Physics | Jun 14, 2022 | Explainable Artificial Intelligence (XAI)Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Attributions Beyond Neural Networks: The Linear Program Case | Jun 14, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Combining Counterfactuals With Shapley Values To Explain Image Models | Jun 14, 2022 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Do We Need Another Explainable AI Method? Toward Unifying Post-hoc XAI Evaluation Methods into an Interactive and Multi-dimensional Benchmark | Jun 8, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models | Jun 8, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Explainable Artificial Intelligence (XAI) for Internet of Things: A Survey | Jun 7, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| From Attribution Maps to Human-Understandable Explanations through Concept Relevance Propagation | Jun 7, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| XAI for Cybersecurity: State of the Art, Challenges, Open Issues and Future Directions | Jun 3, 2022 | Explainable Artificial Intelligence (XAI) | —Unverified | 0 |
| A Learning-Based Method for Automatic Operator Selection in the Fanoos XAI System | Jun 3, 2022 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Can Requirements Engineering Support Explainable Artificial Intelligence? Towards a User-Centric Approach for Explainability Requirements | Jun 3, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| An Annotated Corpus of Textual Explanations for Clinical Decision Support | Jun 1, 2022 | Explainable Artificial Intelligence (XAI)Feature Importance | CodeCode Available | 0 |
| OmniXAI: A Library for Explainable AI | Jun 1, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 2 |
| Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows | May 27, 2022 | Density EstimationExplainable artificial intelligence | —Unverified | 0 |
| TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series | May 25, 2022 | ClassificationExplainable artificial intelligence | CodeCode Available | 0 |
| Deletion and Insertion Tests in Regression Models | May 25, 2022 | Additive modelsExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| What Type of Explanation Do Rejected Job Applicants Want? Implications for Explainable AI | May 18, 2022 | Explainable Artificial Intelligence (XAI)Survey | —Unverified | 0 |
| A Psychological Theory of Explainability | May 17, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Grounding Explainability Within the Context of Global South in XAI | May 13, 2022 | Explainable Artificial Intelligence (XAI)Position | —Unverified | 0 |
