| Causality-Aware Local Interpretable Model-Agnostic Explanations | Dec 10, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 | 5 |
| How Much Can I Trust You? -- Quantifying Uncertainties in Explaining Neural Networks | Jun 16, 2020 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 1 | 5 |
| Insights Into the Inner Workings of Transformer Models for Protein Function Prediction | Sep 7, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 | 5 |
| Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values | Oct 4, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| ContrXT: Generating Contrastive Explanations from any Text Classifier | Dec 11, 2021 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| In-Context Explainers: Harnessing LLMs for Explaining Black Box Models | Oct 9, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 | 5 |
| Learning Support and Trivial Prototypes for Interpretable Image Classification | Jan 8, 2023 | Explainable Artificial Intelligence (XAI)image-classification | CodeCode Available | 1 | 5 |
| MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks | Apr 16, 2021 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 | 5 |
| Collision Probability Distribution Estimation via Temporal Difference Learning | Jul 29, 2024 | AI AgentAutonomous Driving | CodeCode Available | 1 | 5 |
| Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition | Nov 30, 2023 | Explainable Artificial Intelligence (XAI)image-classification | CodeCode Available | 1 | 5 |
| Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on Uncertainty | Sep 10, 2024 | Experimental DesignExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Explainable Deep Learning Methods in Medical Image Classification: A Survey | May 10, 2022 | Deep LearningExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| From Black Boxes to Conversations: Incorporating XAI in a Conversational Agent | Sep 6, 2022 | Explainable Artificial Intelligence (XAI)Natural Language Understanding | CodeCode Available | 1 | 5 |
| Forecasting Bitcoin volatility spikes from whale transactions and CryptoQuant data using Synthesizer Transformer models | Oct 6, 2022 | Explainable Artificial Intelligence (XAI)Management | CodeCode Available | 1 | 5 |
| OpenXAI: Towards a Transparent Evaluation of Model Explanations | Jun 22, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 | 5 |
| Landscape of R packages for eXplainable Artificial Intelligence | Sep 24, 2020 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 | 5 |
| Deep-BIAS: Detecting Structural Bias using Explainable AI | Apr 4, 2023 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 1 | 5 |
| Sanity Checks Revisited: An Exploration to Repair the Model Parameter Randomisation Test | Jan 12, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 | 5 |
| Quantitative Evaluation of Explainable Graph Neural Networks for Molecular Property Prediction | Jul 1, 2021 | Drug DiscoveryExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Embedded Encoder-Decoder in Convolutional Networks Towards Explainable AI | Jun 19, 2020 | DecoderExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Explainable AI for Bioinformatics: Methods, Tools, and Applications | Dec 25, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 | 5 |
| Explainability in Practice: Estimating Electrification Rates from Mobile Phone Data in Senegal | Nov 11, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainability in Music Recommender Systems | Jan 25, 2022 | Collaborative FilteringExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Explainability of Predictive Process Monitoring Results: Can You See My Data Issues? | Feb 16, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| An Experimental Investigation into the Evaluation of Explainability Methods | May 25, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
