| Interpret the Internal States of Recommendation Model with Sparse Autoencoder | Nov 9, 2024 | Explainable RecommendationFairness | CodeCode Available | 0 |
| Collaborative Knowledge Fusion: A Novel Approach for Multi-task Recommender Systems via LLMs | Oct 28, 2024 | Collaborative FilteringExplainable Recommendation | —Unverified | 0 |
| Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation | Oct 17, 2024 | Explainable RecommendationText Generation | —Unverified | 0 |
| GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation | Oct 15, 2024 | Explainable RecommendationLanguage Modelling | CodeCode Available | 1 |
| MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation | Aug 19, 2024 | DiversityExplainable Recommendation | —Unverified | 0 |
| CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs | Aug 6, 2024 | Explainable RecommendationGraph Neural Network | —Unverified | 0 |
| AOTree: Aspect Order Tree-based Model for Explainable Recommendation | Jul 29, 2024 | Decision MakingExplainable 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 |
| XRec: Large Language Models for Explainable Recommendation | Jun 4, 2024 | Collaborative FilteringDecision Making | CodeCode Available | 2 |
| Finetuning Large Language Model for Personalized Ranking | May 25, 2024 | Explainable RecommendationLanguage Modeling | CodeCode Available | 1 |
