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Explainable Recommendation

Papers

Showing 5194 of 94 papers

TitleStatusHype
Collaborative Knowledge Fusion: A Novel Approach for Multi-task Recommender Systems via LLMs0
Comparative Explanations of Recommendations0
Diffusion-EXR: Controllable Review Generation for Explainable Recommendation via Diffusion Models0
Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation0
Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applications0
Enabling Explainable Recommendation in E-commerce with LLM-powered Product Knowledge Graph0
Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing0
Explainable CTR Prediction via LLM Reasoning0
LLM-Guided Multi-View Hypergraph Learning for Human-Centric Explainable Recommendation0
MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation0
Measuring "Why" in Recommender Systems: a Comprehensive Survey on the Evaluation of Explainable Recommendation0
Meta Decision Trees for Explainable Recommendation Systems0
MMALFM: Explainable Recommendation by Leveraging Reviews and Images0
Neural-Symbolic Reasoning over Knowledge Graph for Multi-stage Explainable Recommendation0
Parameterized Explanations for Investor / Company Matching0
PERS: A Personalized and Explainable POI Recommender System0
REASONER: An Explainable Recommendation Dataset with Multi-aspect Real User Labeled Ground Truths Towards more Measurable Explainable Recommendation0
Reinforcement Learning based Path Exploration for Sequential Explainable Recommendation0
Robust Explainable Recommendation0
Stability of Explainable Recommendation0
Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems0
Uncertainty-Aware Explainable Recommendation with Large Language Models0
Visualization for Recommendation Explainability: A Survey and New Perspectives0
Visually Explainable Recommendation0
You May Like This Hotel Because ...: Identifying Evidence for Explainable Recommendations0
UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in RecommendationCode0
Finding Paths for Explainable MOOC Recommendation: A Learner PerspectiveCode0
Learning to Rank Rationales for Explainable RecommendationCode0
Counterfactual Multi-player Bandits for Explainable Recommendation DiversificationCode0
Learning Heterogeneous Knowledge Base Embeddings for Explainable RecommendationCode0
Sustainable transparency in Recommender Systems: Bayesian Ranking of Images for ExplainabilityCode0
Explainable Recommendation with Comparative Constraints on Product AspectsCode0
Explainable Recommendation via Multi-Task Learning in Opinionated Text DataCode0
Topic-Centric Explanations for News RecommendationCode0
Explainable Recommendation via Interpretable Feature Mapping and Evaluation of ExplainabilityCode0
Learning to Rank Aspects and Opinions for Comparative ExplanationsCode0
Unlocking the Potential of Large Language Models for Explainable RecommendationsCode0
Jointly Learning Explainable Rules for Recommendation with Knowledge GraphCode0
Interpret the Internal States of Recommendation Model with Sparse AutoencoderCode0
Hypergraphs with Attention on Reviews for Explainable RecommendationCode0
Question-Attentive Review-Level Recommendation ExplanationCode0
Tower Bridge Net (TB-Net): Bidirectional Knowledge Graph Aware Embedding Propagation for Explainable Recommender SystemsCode0
Hybrid Deep Embedding for Recommendations with Dynamic Aspect-Level ExplanationsCode0
Reinforcement Knowledge Graph Reasoning for Explainable RecommendationCode0
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