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Explainable Recommendation

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Showing 1–50 of 94 papers

TitleStatusHype
XRec: Large Language Models for Explainable RecommendationCode2
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable RecommendationCode1
GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable RecommendationCode1
Finetuning Large Language Model for Personalized RankingCode1
Towards Explainable Conversational Recommender SystemsCode1
Uncovering ChatGPT's Capabilities in Recommender SystemsCode1
Reinforcement Recommendation Reasoning through Knowledge Graphs for Explanation Path QualityCode1
Reinforced Path Reasoning for Counterfactual Explainable RecommendationCode1
Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of ExplanationsCode1
Personalized Prompt Learning for Explainable RecommendationCode1
Counterfactual Explainable RecommendationCode1
Time-aware Path Reasoning on Knowledge Graph for RecommendationCode1
Personalized Transformer for Explainable RecommendationCode1
Faithfully Explainable Recommendation via Neural Logic ReasoningCode1
EXTRA: Explanation Ranking Datasets for Explainable RecommendationCode1
CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable RecommendationCode1
Path-Based Reasoning over Heterogeneous Networks for Recommendation via Bidirectional ModelingCode1
Synthesizing Aspect-Driven Recommendation Explanations from ReviewsCode1
KGAT: Knowledge Graph Attention Network for RecommendationCode1
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
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
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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