| Visualization for Recommendation Explainability: A Survey and New Perspectives | May 19, 2023 | Explainable RecommendationRecommendation Systems | —Unverified | 0 |
| Is More Always Better? The Effects of Personal Characteristics and Level of Detail on the Perception of Explanations in a Recommender System | Apr 3, 2023 | Explainable RecommendationRecommendation Systems | —Unverified | 0 |
| REASONER: An Explainable Recommendation Dataset with Multi-aspect Real User Labeled Ground Truths Towards more Measurable Explainable Recommendation | Mar 1, 2023 | Explainable RecommendationInformativeness | —Unverified | 0 |
| Question-Attentive Review-Level Recommendation Explanation | Dec 17, 2022 | Explainable RecommendationForm | CodeCode Available | 0 |
| COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation | Oct 14, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation | Sep 28, 2022 | DiversityExplainable Recommendation | CodeCode Available | 0 |
| Factual and Informative Review Generation for Explainable Recommendation | Sep 12, 2022 | Explainable RecommendationReview Generation | —Unverified | 0 |
| Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems | Aug 17, 2022 | Explainable RecommendationExplanation Generation | —Unverified | 0 |
| Tower Bridge Net (TB-Net): Bidirectional Knowledge Graph Aware Embedding Propagation for Explainable Recommender Systems | Aug 2, 2022 | Explainable RecommendationRecommendation Systems | CodeCode Available | 0 |
| A Survey on Trustworthy Recommender Systems | Jul 25, 2022 | Decision MakingExplainable Recommendation | —Unverified | 0 |
| Learning to Rank Rationales for Explainable Recommendation | Jun 10, 2022 | Explainable RecommendationLearning-To-Rank | CodeCode Available | 0 |
| Improving Personalized Explanation Generation through Visualization | May 1, 2022 | DiversityExplainable Recommendation | —Unverified | 0 |
| Heterogeneous Graph Learning for Explainable Recommendation over Academic Networks | Feb 16, 2022 | Explainable RecommendationGraph Attention | —Unverified | 0 |
| Measuring "Why" in Recommender Systems: a Comprehensive Survey on the Evaluation of Explainable Recommendation | Feb 14, 2022 | Explainable RecommendationPersuasiveness | —Unverified | 0 |
| Reinforcement Learning based Path Exploration for Sequential Explainable Recommendation | Nov 24, 2021 | Explainable RecommendationKnowledge Graphs | —Unverified | 0 |
| Comparative Explanations of Recommendations | Nov 1, 2021 | Explainable RecommendationRecommendation Systems | —Unverified | 0 |
| From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems | Oct 28, 2021 | counterfactualExplainable Models | —Unverified | 0 |
| Parameterized Explanations for Investor / Company Matching | Oct 27, 2021 | AI AgentDecision Making | —Unverified | 0 |
| Hierarchical Aspect-guided Explanation Generation for Explainable Recommendation | Oct 20, 2021 | DecoderExplainable Recommendation | —Unverified | 0 |
| A Survey on Reinforcement Learning for Recommender Systems | Sep 22, 2021 | Explainable RecommendationInteractive Recommendation | —Unverified | 0 |
| Adherence and Constancy in LIME-RS Explanations for Recommendation | Sep 2, 2021 | Explainable artificial intelligenceExplainable Recommendation | —Unverified | 0 |
| Explainable Recommendation with Comparative Constraints on Product Aspects | Mar 8, 2021 | Explainable Recommendation | CodeCode Available | 0 |
| Generate Natural Language Explanations for Recommendation | Jan 9, 2021 | DenoisingExplainable Recommendation | —Unverified | 0 |
| Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions | Dec 15, 2020 | Additive modelsCollaborative Filtering | —Unverified | 0 |
| Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applications | Dec 7, 2020 | Anomaly DetectionExplainable Recommendation | —Unverified | 0 |