| Improving Personalized Explanation Generation through Visualization | May 1, 2022 | DiversityExplainable Recommendation | —Unverified | 0 |
| Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations | Apr 24, 2022 | DiversityExplainable Models | CodeCode Available | 1 |
| Heterogeneous Graph Learning for Explainable Recommendation over Academic Networks | Feb 16, 2022 | Explainable RecommendationGraph Attention | —Unverified | 0 |
| Personalized Prompt Learning for Explainable Recommendation | Feb 15, 2022 | Explainable RecommendationPrompt Learning | CodeCode Available | 1 |
| 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 |
| Counterfactual Explainable Recommendation | Aug 24, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Time-aware Path Reasoning on Knowledge Graph for Recommendation | Aug 5, 2021 | Explainable RecommendationRelation Extraction | CodeCode Available | 1 |
| Personalized Transformer for Explainable Recommendation | May 25, 2021 | Explainable RecommendationLanguage Modeling | CodeCode Available | 1 |
| Faithfully Explainable Recommendation via Neural Logic Reasoning | Apr 16, 2021 | Decision MakingExplainable Recommendation | CodeCode Available | 1 |
| Explainable Recommendation with Comparative Constraints on Product Aspects | Mar 8, 2021 | Explainable Recommendation | CodeCode Available | 0 |
| EXTRA: Explanation Ranking Datasets for Explainable Recommendation | Feb 20, 2021 | Explainable ModelsExplainable Recommendation | CodeCode Available | 1 |
| 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 |
| You May Like This Hotel Because ...: Identifying Evidence for Explainable Recommendations | Dec 1, 2020 | Explainable RecommendationSentence | —Unverified | 0 |
| CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation | Oct 29, 2020 | Explainable RecommendationKnowledge Graphs | CodeCode Available | 1 |
| Explainable Recommender Systems via Resolving Learning Representations | Aug 21, 2020 | AttributeExplainable Recommendation | —Unverified | 0 |
| Path-Based Reasoning over Heterogeneous Networks for Recommendation via Bidirectional Modeling | Aug 10, 2020 | Explainable RecommendationRecommendation Systems | CodeCode Available | 1 |
