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Explainable Recommendation

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Showing 1–50 of 94 papers

TitleStatusHype
Interest Networks (iNETs) for Cities: Cross-Platform Insights and Urban Behavior Explanations—0
Counterfactual Multi-player Bandits for Explainable Recommendation DiversificationCode0
HealthGenie: Empowering Users with Healthy Dietary Guidance through Knowledge Graph and Large Language Models—0
HF4Rec: Human-Like Feedback-Driven Optimization Framework for Explainable Recommendation—0
Coherency Improved Explainable Recommendation via Large Language Model—0
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable RecommendationCode1
Learning to Rank Aspects and Opinions for Comparative ExplanationsCode0
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
GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable RecommendationCode1
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
XRec: Large Language Models for Explainable RecommendationCode2
Finetuning Large Language Model for Personalized RankingCode1
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
Towards Explainable Conversational Recommender SystemsCode1
Justification vs. Transparency: Why and How Visual Explanations in a Scientific Literature Recommender System—0
Visualization for Recommendation Explainability: A Survey and New Perspectives—0
Uncovering ChatGPT's Capabilities in Recommender SystemsCode1
Is More Always Better? The Effects of Personal Characteristics and Level of Detail on the Perception of Explanations in a Recommender System—0
REASONER: An Explainable Recommendation Dataset with Multi-aspect Real User Labeled Ground Truths Towards more Measurable Explainable Recommendation—0
Question-Attentive Review-Level Recommendation ExplanationCode0
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation—0
UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in RecommendationCode0
Factual and Informative Review Generation for Explainable Recommendation—0
Reinforcement Recommendation Reasoning through Knowledge Graphs for Explanation Path QualityCode1
Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems—0
Tower Bridge Net (TB-Net): Bidirectional Knowledge Graph Aware Embedding Propagation for Explainable Recommender SystemsCode0
A Survey on Trustworthy Recommender Systems—0
Reinforced Path Reasoning for Counterfactual Explainable RecommendationCode1
Learning to Rank Rationales for Explainable RecommendationCode0
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