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Explainable Recommendation

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Showing 26–50 of 94 papers

TitleStatusHype
Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing—0
Explainable CTR Prediction via LLM Reasoning—0
Enabling Explainable Recommendation in E-commerce with LLM-powered Product Knowledge Graph—0
Interpret the Internal States of Recommendation Model with Sparse AutoencoderCode0
Collaborative Knowledge Fusion: A Novel Approach for Multi-task Recommender Systems via LLMs—0
Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation—0
MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation—0
CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs—0
AOTree: Aspect Order Tree-based Model for Explainable Recommendation—0
LANE: Logic Alignment of Non-tuning Large Language Models and Online Recommendation Systems for Explainable Reason Generation—0
Stability of Explainable Recommendation—0
Robust Explainable Recommendation—0
Hypergraphs with Attention on Reviews for Explainable RecommendationCode0
Uncertainty-Aware Explainable Recommendation with Large Language Models—0
LLM-Guided Multi-View Hypergraph Learning for Human-Centric Explainable Recommendation—0
Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation—0
Unlocking the Potential of Large Language Models for Explainable RecommendationsCode0
Diffusion-EXR: Controllable Review Generation for Explainable Recommendation via Diffusion Models—0
Finding Paths for Explainable MOOC Recommendation: A Learner PerspectiveCode0
Faithful Path Language Modeling for Explainable Recommendation over Knowledge Graph—0
Knowledge-grounded Natural Language Recommendation Explanation—0
Sustainable transparency in Recommender Systems: Bayesian Ranking of Images for ExplainabilityCode0
Topic-Centric Explanations for News RecommendationCode0
Interactive Explanation with Varying Level of Details in an Explainable Scientific Literature Recommender System—0
Justification vs. Transparency: Why and How Visual Explanations in a Scientific Literature Recommender System—0
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