| Faithful Path Language Modeling for Explainable Recommendation over Knowledge Graph | Oct 25, 2023 | Explainable RecommendationKnowledge Graph Embeddings | —Unverified | 0 |
| From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems | Oct 28, 2021 | counterfactualExplainable Models | —Unverified | 0 |
| Generate Natural Language Explanations for Recommendation | Jan 9, 2021 | DenoisingExplainable Recommendation | —Unverified | 0 |
| HealthGenie: Empowering Users with Healthy Dietary Guidance through Knowledge Graph and Large Language Models | Apr 20, 2025 | Conversational RecommendationExplainable Recommendation | —Unverified | 0 |
| Heterogeneous Graph Learning for Explainable Recommendation over Academic Networks | Feb 16, 2022 | Explainable RecommendationGraph Attention | —Unverified | 0 |
| HF4Rec: Human-Like Feedback-Driven Optimization Framework for Explainable Recommendation | Apr 19, 2025 | Explainable RecommendationLogical Reasoning | —Unverified | 0 |
| Hierarchical Aspect-guided Explanation Generation for Explainable Recommendation | Oct 20, 2021 | DecoderExplainable Recommendation | —Unverified | 0 |
| Improving Personalized Explanation Generation through Visualization | May 1, 2022 | DiversityExplainable Recommendation | —Unverified | 0 |
| Interactive Explanation with Varying Level of Details in an Explainable Scientific Literature Recommender System | Jun 9, 2023 | Explainable RecommendationRecommendation Systems | —Unverified | 0 |
| Interest Networks (iNETs) for Cities: Cross-Platform Insights and Urban Behavior Explanations | Jul 7, 2025 | 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 |
| Justification vs. Transparency: Why and How Visual Explanations in a Scientific Literature Recommender System | May 26, 2023 | Explainable RecommendationRecommendation Systems | —Unverified | 0 |
| Knowledge-grounded Natural Language Recommendation Explanation | Aug 30, 2023 | Collaborative FilteringExplainable Recommendation | —Unverified | 0 |
| LANE: Logic Alignment of Non-tuning Large Language Models and Online Recommendation Systems for Explainable Reason Generation | Jul 3, 2024 | Explainable RecommendationRecommendation Systems | —Unverified | 0 |
| Explainable Entity-based Recommendations with Knowledge Graphs | Jul 12, 2017 | Explainable RecommendationKnowledge Graphs | —Unverified | 0 |
| CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs | Aug 6, 2024 | Explainable RecommendationGraph Neural Network | —Unverified | 0 |
| Adherence and Constancy in LIME-RS Explanations for Recommendation | Sep 2, 2021 | Explainable artificial intelligenceExplainable Recommendation | —Unverified | 0 |
| An Explainable Autoencoder For Collaborative Filtering Recommendation | Dec 23, 2019 | Collaborative FilteringDeep Learning | —Unverified | 0 |
| AOTree: Aspect Order Tree-based Model for Explainable Recommendation | Jul 29, 2024 | Decision MakingExplainable Recommendation | —Unverified | 0 |
| A Survey on Knowledge Graph-Based Recommender Systems | Feb 28, 2020 | Explainable RecommendationRecommendation Systems | —Unverified | 0 |
| A Survey on Reinforcement Learning for Recommender Systems | Sep 22, 2021 | Explainable RecommendationInteractive Recommendation | —Unverified | 0 |
| A Survey on Trustworthy Recommender Systems | Jul 25, 2022 | Decision MakingExplainable Recommendation | —Unverified | 0 |
| Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation | Jan 11, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation | Oct 14, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Coherency Improved Explainable Recommendation via Large Language Model | Feb 21, 2025 | Explainable RecommendationExplanation Generation | —Unverified | 0 |