| EXTRA: Explanation Ranking Datasets for Explainable Recommendation | Feb 20, 2021 | Explainable ModelsExplainable Recommendation | CodeCode Available | 1 |
| Investigating ADR mechanisms with knowledge graph mining and explainable AI | Dec 16, 2020 | Explainable ModelsGraph Mining | —Unverified | 0 |
| Relational Boosted Bandits | Dec 16, 2020 | AttributeDescriptive | CodeCode Available | 0 |
| Dependency Decomposition and a Reject Option for Explainable Models | Dec 11, 2020 | Autonomous DrivingExplainable Models | —Unverified | 0 |
| Learning Universal Shape Dictionary for Realtime Instance Segmentation | Dec 2, 2020 | Explainable ModelsGPU | CodeCode Available | 1 |
| A Language-Based Approach to Fake News Detection Through Interpretable Features and BRNN | Dec 1, 2020 | Explainable ModelsFake News Detection | —Unverified | 0 |
| Learning Explainable Interventions to Mitigate HIV Transmission in Sex Workers Across Five States in India | Nov 30, 2020 | Explainable ModelsSpecificity | —Unverified | 0 |
| xFraud: Explainable Fraud Transaction Detection | Nov 24, 2020 | Explainable ModelsFraud Detection | CodeCode Available | 1 |
| Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals | Nov 23, 2020 | Explainable ModelsGeneral Classification | CodeCode Available | 1 |
| CDT: Cascading Decision Trees for Explainable Reinforcement Learning | Nov 15, 2020 | Deep Reinforcement LearningExplainable Models | CodeCode Available | 1 |
| Towards Musically Meaningful Explanations Using Source Separation | Sep 4, 2020 | Explainable ModelsImage Segmentation | CodeCode Available | 1 |
| EXPLAN: Explaining Black-box Classifiers using Adaptive Neighborhood Generation | Jul 19, 2020 | Explainable artificial intelligenceExplainable Models | CodeCode Available | 0 |
| Learning to learn generative programs with Memoised Wake-Sleep | Jul 6, 2020 | Explainable ModelsFew-Shot Learning | —Unverified | 0 |
| Context-based Automated Scoring of Complex Mathematical Responses | Jul 1, 2020 | Explainable Models | —Unverified | 0 |
| Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning | Jun 24, 2020 | Crop Yield PredictionExplainable Models | —Unverified | 0 |
| SegNBDT: Visual Decision Rules for Segmentation | Jun 11, 2020 | Explainable Modelsimage-classification | CodeCode Available | 1 |
| Retrieving and Highlighting Action with Spatiotemporal Reference | May 19, 2020 | Action RecognitionCross-Modal Retrieval | —Unverified | 0 |
| The Pragmatic Turn in Explainable Artificial Intelligence (XAI) | Feb 22, 2020 | BIG-bench Machine LearningExplainable artificial intelligence | —Unverified | 0 |
| Explainable Machine Learning Control -- robust control and stability analysis | Jan 23, 2020 | BIG-bench Machine LearningExplainable Models | —Unverified | 0 |
| AAAI FSS-19: Human-Centered AI: Trustworthiness of AI Models and Data Proceedings | Jan 15, 2020 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery | Dec 10, 2019 | Explainable Modelsregression | CodeCode Available | 0 |
| Variable Selection with Copula Entropy | Oct 28, 2019 | Explainable ModelsFeature Importance | CodeCode Available | 0 |
| Fair-by-design explainable models for prediction of recidivism | Sep 18, 2019 | Decision MakingExplainable Models | —Unverified | 0 |
| The Challenge of Imputation in Explainable Artificial Intelligence Models | Jul 29, 2019 | Explainable artificial intelligenceExplainable Models | —Unverified | 0 |
| Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning | May 15, 2019 | BIG-bench Machine LearningExplainable Models | —Unverified | 0 |
| Transformative Machine Learning | Nov 8, 2018 | BIG-bench Machine LearningDrug Design | —Unverified | 0 |
| Fair lending needs explainable models for responsible recommendation | Sep 12, 2018 | BIG-bench Machine LearningExplainable Models | —Unverified | 0 |
| Multimodal Explanations: Justifying Decisions and Pointing to the Evidence | Feb 15, 2018 | Activity RecognitionExplainable Models | CodeCode Available | 0 |
