| RecMind: Large Language Model Powered Agent For Recommendation | Aug 28, 2023 | Explanation GenerationLanguage Modeling | —Unverified | 0 |
| Explaining with Attribute-based and Relational Near Misses: An Interpretable Approach to Distinguishing Facial Expressions of Pain and Disgust | Aug 27, 2023 | AttributeExplanation Generation | —Unverified | 0 |
| Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes | Aug 4, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 0 |
| Sustainable transparency in Recommender Systems: Bayesian Ranking of Images for Explainability | Jul 27, 2023 | Explainable RecommendationExplanation Generation | CodeCode Available | 0 |
| Explaining Competitive-Level Programming Solutions using LLMs | Jul 11, 2023 | Code GenerationExplanation Generation | —Unverified | 0 |
| Effects of Explanation Specificity on Passengers in Autonomous Driving | Jul 2, 2023 | Autonomous DrivingExplanation Generation | —Unverified | 0 |
| Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture | May 22, 2023 | Active LearningDecision Making | CodeCode Available | 0 |
| Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering | May 14, 2023 | Explanation GenerationQuestion Answering | —Unverified | 0 |
| Explainable Recommender with Geometric Information Bottleneck | May 9, 2023 | Explanation GenerationRecommendation Systems | —Unverified | 0 |
| Textual Explanations for Automated Commentary Driving | Apr 12, 2023 | Autonomous VehiclesExplanation Generation | CodeCode Available | 0 |
| Efficiently Explaining CSPs with Unsatisfiable Subset Optimization (extended algorithms and examples) | Mar 21, 2023 | Explanation Generation | —Unverified | 0 |
| Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness Explanations | Mar 16, 2023 | Explanation Generation | CodeCode Available | 0 |
| Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images | Mar 13, 2023 | Common Sense ReasoningExplanation Generation | —Unverified | 0 |
| Parallel Sentence-Level Explanation Generation for Real-World Low-Resource Scenarios | Feb 21, 2023 | Explanation GenerationNatural Language Inference | —Unverified | 0 |
| Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering | Jan 25, 2023 | DecoderExplanation Generation | —Unverified | 0 |
| Explanation Regeneration via Information Bottleneck | Dec 19, 2022 | Explanation GenerationLanguage Modeling | CodeCode Available | 0 |
| Unsupervised Explanation Generation via Correct Instantiations | Nov 21, 2022 | Explanation Generation | —Unverified | 0 |
| Towards Reasoning-Aware Explainable VQA | Nov 9, 2022 | DecoderExplanation Generation | —Unverified | 0 |
| Motif-guided Time Series Counterfactual Explanations | Nov 8, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Towards Human Cognition Level-based Experiment Design for Counterfactual Explanations (XAI) | Oct 31, 2022 | counterfactualExplainable artificial intelligence | —Unverified | 0 |
| ExPUNations: Augmenting Puns with Keywords and Explanations | Oct 24, 2022 | Explanation GenerationNatural Language Understanding | CodeCode Available | 0 |
| CLEAR: Generative Counterfactual Explanations on Graphs | Oct 16, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation | Oct 14, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Explanations from Large Language Models Make Small Reasoners Better | Oct 13, 2022 | Explanation GenerationIn-Context Learning | —Unverified | 0 |
| Formal Semantic Geometry over Transformer-based Variational AutoEncoder | Oct 12, 2022 | DisentanglementExplanation Generation | —Unverified | 0 |
