| Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation | Jan 11, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Unlocking the Potential of Large Language Models for Explainable Recommendations | Dec 25, 2023 | Decision MakingExplainable Recommendation | CodeCode Available | 0 |
| Diffusion-EXR: Controllable Review Generation for Explainable Recommendation via Diffusion Models | Dec 24, 2023 | Audio GenerationDenoising | —Unverified | 0 |
| Finding Paths for Explainable MOOC Recommendation: A Learner Perspective | Dec 11, 2023 | Explainable RecommendationKnowledge Graphs | CodeCode Available | 0 |
| Faithful Path Language Modeling for Explainable Recommendation over Knowledge Graph | Oct 25, 2023 | Explainable RecommendationKnowledge Graph Embeddings | —Unverified | 0 |
| Knowledge-grounded Natural Language Recommendation Explanation | Aug 30, 2023 | Collaborative FilteringExplainable Recommendation | —Unverified | 0 |
| Sustainable transparency in Recommender Systems: Bayesian Ranking of Images for Explainability | Jul 27, 2023 | Explainable RecommendationExplanation Generation | CodeCode Available | 0 |
| Topic-Centric Explanations for News Recommendation | Jun 13, 2023 | ArticlesExplainable Recommendation | CodeCode Available | 0 |
| Interactive Explanation with Varying Level of Details in an Explainable Scientific Literature Recommender System | Jun 9, 2023 | Explainable RecommendationRecommendation Systems | —Unverified | 0 |
| Towards Explainable Conversational Recommender Systems | May 27, 2023 | Explainable RecommendationExplanation Generation | CodeCode Available | 1 |
| Justification vs. Transparency: Why and How Visual Explanations in a Scientific Literature Recommender System | May 26, 2023 | Explainable RecommendationRecommendation Systems | —Unverified | 0 |
| Visualization for Recommendation Explainability: A Survey and New Perspectives | May 19, 2023 | Explainable RecommendationRecommendation Systems | —Unverified | 0 |
| Uncovering ChatGPT's Capabilities in Recommender Systems | May 3, 2023 | Explainable RecommendationInformation Retrieval | CodeCode Available | 1 |
| 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 |
| Reinforcement Recommendation Reasoning through Knowledge Graphs for Explanation Path Quality | Sep 11, 2022 | DiversityExplainable Recommendation | CodeCode Available | 1 |
| 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 |
| Reinforced Path Reasoning for Counterfactual Explainable Recommendation | Jul 14, 2022 | Attributecounterfactual | CodeCode Available | 1 |
| Learning to Rank Rationales for Explainable Recommendation | Jun 10, 2022 | Explainable RecommendationLearning-To-Rank | CodeCode Available | 0 |
