| Motif-guided Time Series Counterfactual Explanations | Nov 8, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Retrieval augmentation of large language models for lay language generation | Nov 7, 2022 | Explanation GenerationRetrieval | CodeCode Available | 1 |
| 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 |
| FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations | Oct 12, 2022 | counterfactualExplanation Generation | —Unverified | 0 |
| Formal Semantic Geometry over Transformer-based Variational AutoEncoder | Oct 12, 2022 | DisentanglementExplanation Generation | —Unverified | 0 |
| Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT | Oct 9, 2022 | Explanation Generation | CodeCode Available | 0 |
| Exploring Effectiveness of Explanations for Appropriate Trust: Lessons from Cognitive Psychology | Oct 5, 2022 | Explanation GenerationFairness | —Unverified | 0 |
| Explaining Patterns in Data with Language Models via Interpretable Autoprompting | Oct 4, 2022 | Explanation GenerationNatural Language Understanding | CodeCode Available | 1 |
| Learning to Generate Explanation from e-Hospital Services for Medical Suggestion | Oct 1, 2022 | Explanation GenerationMulti-Task Learning | CodeCode Available | 0 |
| UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation | Sep 28, 2022 | DiversityExplainable Recommendation | CodeCode Available | 0 |
| Sim2Word: Explaining Similarity with Representative Attribute Words via Counterfactual Explanations | Sep 8, 2022 | Attributecounterfactual | CodeCode Available | 1 |
| What and How of Machine Learning Transparency: Building Bespoke Explainability Tools with Interoperable Algorithmic Components | Sep 8, 2022 | Explanation Generation | —Unverified | 0 |
| RX-ADS: Interpretable Anomaly Detection using Adversarial ML for Electric Vehicle CAN data | Sep 5, 2022 | Anomaly DetectionExplanation Generation | —Unverified | 0 |
| INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations | Sep 2, 2022 | Decision MakingDiversity | —Unverified | 0 |
| Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems | Aug 17, 2022 | Explainable RecommendationExplanation Generation | —Unverified | 0 |
| EGCR: Explanation Generation for Conversational Recommendation | Aug 17, 2022 | Conversational RecommendationExplanation Generation | —Unverified | 0 |
| Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives | Aug 2, 2022 | Explanation GenerationQuestion Answering | —Unverified | 0 |
| Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations | Jul 23, 2022 | Decision MakingExplanation Generation | CodeCode Available | 0 |
| Creating an Explainable Intrusion Detection System Using Self Organizing Maps | Jul 15, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction | Jul 9, 2022 | Explanation GenerationFairness | CodeCode Available | 1 |
| NN2Rules: Extracting Rule List from Neural Networks | Jul 4, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
