| XRec: Large Language Models for Explainable Recommendation | Jun 4, 2024 | Collaborative FilteringDecision Making | CodeCode Available | 2 |
| Path-Based Reasoning over Heterogeneous Networks for Recommendation via Bidirectional Modeling | Aug 10, 2020 | Explainable RecommendationRecommendation Systems | CodeCode Available | 1 |
| Counterfactual Explainable Recommendation | Aug 24, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Finetuning Large Language Model for Personalized Ranking | May 25, 2024 | Explainable RecommendationLanguage Modeling | CodeCode Available | 1 |
| G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation | Feb 18, 2025 | Collaborative FilteringExplainable Recommendation | CodeCode Available | 1 |
| KGAT: Knowledge Graph Attention Network for Recommendation | May 20, 2019 | Explainable RecommendationGraph Neural Network | CodeCode Available | 1 |
| Faithfully Explainable Recommendation via Neural Logic Reasoning | Apr 16, 2021 | Decision MakingExplainable Recommendation | CodeCode Available | 1 |
| EXTRA: Explanation Ranking Datasets for Explainable Recommendation | Feb 20, 2021 | Explainable ModelsExplainable Recommendation | CodeCode Available | 1 |
| CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation | Oct 29, 2020 | Explainable RecommendationKnowledge Graphs | CodeCode Available | 1 |
| GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation | Oct 15, 2024 | Explainable RecommendationLanguage Modelling | CodeCode Available | 1 |
