G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Yuhan, Zhang, Xinni, Luo, Linhao, Chang, Heng, Ren, Yuxiang, King, Irwin, Li, Jia |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems
by: Qiu, Zhangchi, et al.
Published: (2025)
by: Qiu, Zhangchi, et al.
Published: (2025)
Reasoning over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations
by: Qiu, Zhangchi, et al.
Published: (2024)
by: Qiu, Zhangchi, et al.
Published: (2024)
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning
by: Xu, Jian, et al.
Published: (2025)
by: Xu, Jian, et al.
Published: (2025)
GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
by: Luo, Linhao, et al.
Published: (2025)
by: Luo, Linhao, et al.
Published: (2025)
XRec: Large Language Models for Explainable Recommendation
by: Ma, Qiyao, et al.
Published: (2024)
by: Ma, Qiyao, et al.
Published: (2024)
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
by: Li, Mufei, et al.
Published: (2024)
by: Li, Mufei, et al.
Published: (2024)
Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models
by: Shi, Zhengliang, et al.
Published: (2025)
by: Shi, Zhengliang, et al.
Published: (2025)
Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering
by: Chen, Yankai, et al.
Published: (2025)
by: Chen, Yankai, et al.
Published: (2025)
Metacognitive Retrieval-Augmented Large Language Models
by: Zhou, Yujia, et al.
Published: (2024)
by: Zhou, Yujia, et al.
Published: (2024)
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation
by: Ren, Ruiyang, et al.
Published: (2023)
by: Ren, Ruiyang, et al.
Published: (2023)
Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models
by: Cong, Youan, et al.
Published: (2024)
by: Cong, Youan, et al.
Published: (2024)
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
by: Zhang, Qinggang, et al.
Published: (2025)
by: Zhang, Qinggang, et al.
Published: (2025)
A Large Language Model-based Framework for Semi-Structured Tender Document Retrieval-Augmented Generation
by: Zhao, Yilong, et al.
Published: (2024)
by: Zhao, Yilong, et al.
Published: (2024)
DyG-RAG: Dynamic Graph Retrieval-Augmented Generation with Event-Centric Reasoning
by: Sun, Qingyun, et al.
Published: (2025)
by: Sun, Qingyun, et al.
Published: (2025)
RALLRec+: Retrieval Augmented Large Language Model Recommendation with Reasoning
by: Luo, Sichun, et al.
Published: (2025)
by: Luo, Sichun, et al.
Published: (2025)
LLMRec: Large Language Models with Graph Augmentation for Recommendation
by: Wei, Wei, et al.
Published: (2023)
by: Wei, Wei, et al.
Published: (2023)
DS@GT at Touché: Large Language Models for Retrieval-Augmented Debate
by: Miyaguchi, Anthony, et al.
Published: (2025)
by: Miyaguchi, Anthony, et al.
Published: (2025)
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation
by: Salemi, Alireza, et al.
Published: (2024)
by: Salemi, Alireza, et al.
Published: (2024)
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
by: Jin, Bowen, et al.
Published: (2024)
by: Jin, Bowen, et al.
Published: (2024)
Accelerating Retrieval-Augmented Language Model Serving with Speculation
by: Zhang, Zhihao, et al.
Published: (2024)
by: Zhang, Zhihao, et al.
Published: (2024)
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems
by: Roy, Soham, et al.
Published: (2025)
by: Roy, Soham, et al.
Published: (2025)
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A Survey
by: Verma, Sourav
Published: (2024)
by: Verma, Sourav
Published: (2024)
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
by: Ma, Xueguang, et al.
Published: (2025)
by: Ma, Xueguang, et al.
Published: (2025)
Large Language Models as Evaluators for Recommendation Explanations
by: Zhang, Xiaoyu, et al.
Published: (2024)
by: Zhang, Xiaoyu, et al.
Published: (2024)
Research on the Online Update Method for Retrieval-Augmented Generation (RAG) Model with Incremental Learning
by: Fan, Yuxin, et al.
Published: (2025)
by: Fan, Yuxin, et al.
Published: (2025)
Making Large Language Models Efficient Dense Retrievers
by: Lei, Yibin, et al.
Published: (2025)
by: Lei, Yibin, et al.
Published: (2025)
DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models
by: Su, Weihang, et al.
Published: (2024)
by: Su, Weihang, et al.
Published: (2024)
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
by: Fan, Wenqi, et al.
Published: (2024)
by: Fan, Wenqi, et al.
Published: (2024)
TagRAG: Tag-guided Hierarchical Knowledge Graph Retrieval-Augmented Generation
by: Tao, Wenbiao, et al.
Published: (2025)
by: Tao, Wenbiao, et al.
Published: (2025)
A Survey of Generative Search and Recommendation in the Era of Large Language Models
by: Li, Yongqi, et al.
Published: (2024)
by: Li, Yongqi, et al.
Published: (2024)
Uncertainty-Aware Explainable Recommendation with Large Language Models
by: Peng, Yicui, et al.
Published: (2024)
by: Peng, Yicui, et al.
Published: (2024)
RAGVUE: A Diagnostic View for Explainable and Automated Evaluation of Retrieval-Augmented Generation
by: Murugaraj, Keerthana, et al.
Published: (2025)
by: Murugaraj, Keerthana, et al.
Published: (2025)
Retrieval-Augmented Review Generation for Poisoning Recommender Systems
by: Yang, Shiyi, et al.
Published: (2025)
by: Yang, Shiyi, et al.
Published: (2025)
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs
by: Wang, Zheng, et al.
Published: (2024)
by: Wang, Zheng, et al.
Published: (2024)
Efficient Inference for Large Language Model-based Generative Recommendation
by: Lin, Xinyu, et al.
Published: (2024)
by: Lin, Xinyu, et al.
Published: (2024)
Enhance Graph Alignment for Large Language Models
by: Luo, Haitong, et al.
Published: (2024)
by: Luo, Haitong, et al.
Published: (2024)
ArbGraph: Conflict-Aware Evidence Arbitration for Reliable Long-Form Retrieval-Augmented Generation
by: Niu, Qingying, et al.
Published: (2026)
by: Niu, Qingying, et al.
Published: (2026)
Harmonizing Large Language Models with Collaborative Behavioral Signals for Conversational Recommendation
by: Li, Guanrong, et al.
Published: (2025)
by: Li, Guanrong, et al.
Published: (2025)
SRAG: Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Wikipedia Graph
by: Lin, Teng, et al.
Published: (2025)
by: Lin, Teng, et al.
Published: (2025)
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models
by: Salemi, Alireza, et al.
Published: (2024)
by: Salemi, Alireza, et al.
Published: (2024)
Similar Items
-
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems
by: Qiu, Zhangchi, et al.
Published: (2025) -
Reasoning over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations
by: Qiu, Zhangchi, et al.
Published: (2024) -
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning
by: Xu, Jian, et al.
Published: (2025) -
GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
by: Luo, Linhao, et al.
Published: (2025) -
XRec: Large Language Models for Explainable Recommendation
by: Ma, Qiyao, et al.
Published: (2024)