WebRec: Enhancing LLM-based Recommendations with Attention-guided RAG from Web
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Zihuai, Ding, Yujuan, Fan, Wenqi, Li, Qing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation
by: Qu, Haohao, et al.
Published: (2024)
by: Qu, Haohao, et al.
Published: (2024)
Investigating and Mitigating Stereotype-aware Unfairness in LLM-based Recommendations
by: Zhao, Zihuai, et al.
Published: (2025)
by: Zhao, Zihuai, et al.
Published: (2025)
ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning
by: Huang, Jiani, et al.
Published: (2026)
by: Huang, Jiani, et al.
Published: (2026)
LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems
by: Liu, Langming, et al.
Published: (2024)
by: Liu, Langming, et al.
Published: (2024)
SSD4Rec: A Structured State Space Duality Model for Efficient Sequential Recommendation
by: Qu, Haohao, et al.
Published: (2024)
by: Qu, Haohao, et al.
Published: (2024)
Mixture-of-Experts Knowledge Graph Retrieval-Augmented Generation for Multi-Agent LLM-based Recommendation
by: Wang, Shijie, et al.
Published: (2026)
by: Wang, Shijie, et al.
Published: (2026)
MiniRec: Data-Efficient Reinforcement Learning for LLM-based Recommendation
by: Wang, Lin, et al.
Published: (2026)
by: Wang, Lin, et al.
Published: (2026)
Diffusion Generative Recommendation with Continuous Tokens
by: Qu, Haohao, et al.
Published: (2025)
by: Qu, Haohao, et al.
Published: (2025)
Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation
by: Ning, Liangbo, et al.
Published: (2025)
by: Ning, Liangbo, et al.
Published: (2025)
LLMDiRec: LLM-Enhanced Intent Diffusion for Sequential Recommendation
by: Chen, Bo-Chian, et al.
Published: (2025)
by: Chen, Bo-Chian, et al.
Published: (2025)
GPFedRec: Graph-guided Personalization for Federated Recommendation
by: Zhang, Chunxu, et al.
Published: (2023)
by: Zhang, Chunxu, et al.
Published: (2023)
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)
RAG-VisualRec: An Open Resource for Vision- and Text-Enhanced Retrieval-Augmented Generation in Recommendation
by: Tourani, Ali, et al.
Published: (2025)
by: Tourani, Ali, et al.
Published: (2025)
RA-Rec: An Efficient ID Representation Alignment Framework for LLM-based Recommendation
by: Yu, Xiaohan, et al.
Published: (2024)
by: Yu, Xiaohan, et al.
Published: (2024)
RecCoT: Enhancing Recommendation via Chain-of-Thought
by: Yang, Shuo, et al.
Published: (2025)
by: Yang, Shuo, et al.
Published: (2025)
MR.Rec: Synergizing Memory and Reasoning for Personalized Recommendation Assistant with LLMs
by: Huang, Jiani, et al.
Published: (2025)
by: Huang, Jiani, et al.
Published: (2025)
UniRec: Unified Multimodal Encoding for LLM-Based Recommendations
by: Lei, Zijie, et al.
Published: (2026)
by: Lei, Zijie, et al.
Published: (2026)
Recommender Systems in the Era of Large Language Models (LLMs)
by: Zhao, Zihuai, et al.
Published: (2023)
by: Zhao, Zihuai, et al.
Published: (2023)
Movie Recommendation using Web Crawling
by: Raj, Pronit, et al.
Published: (2024)
by: Raj, Pronit, et al.
Published: (2024)
Continuous-time Discrete-space Diffusion Model for Recommendation
by: Liu, Chengyi, et al.
Published: (2025)
by: Liu, Chengyi, et al.
Published: (2025)
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
by: Wang, Shijie, et al.
Published: (2025)
by: Wang, Shijie, et al.
Published: (2025)
CausalRec: A CausalBoost Attention Model for Sequential Recommendation
by: Hou, Yunbo, et al.
Published: (2025)
by: Hou, Yunbo, et al.
Published: (2025)
RecRankerEval: A Flexible and Extensible Framework for Top-k LLM-based Recommendation
by: Meng, Zeyuan, et al.
Published: (2025)
by: Meng, Zeyuan, et al.
Published: (2025)
RecCocktail: A Generalizable and Efficient Framework for LLM-Based Recommendation
by: Hou, Min, et al.
Published: (2025)
by: Hou, Min, et al.
Published: (2025)
WeaveRec: An LLM-Based Cross-Domain Sequential Recommendation Framework with Model Merging
by: Hou, Min, et al.
Published: (2025)
by: Hou, Min, et al.
Published: (2025)
HatLLM: Hierarchical Attention Masking for Enhanced Collaborative Modeling in LLM-based Recommendation
by: Cui, Yu, et al.
Published: (2025)
by: Cui, Yu, et al.
Published: (2025)
AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
by: Shang, Yu, et al.
Published: (2025)
by: Shang, Yu, et al.
Published: (2025)
CherryRec: Enhancing News Recommendation Quality via LLM-driven Framework
by: Wang, Shaohuang, et al.
Published: (2024)
by: Wang, Shaohuang, et al.
Published: (2024)
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark
by: Li, Xiaopeng, et al.
Published: (2024)
by: Li, Xiaopeng, et al.
Published: (2024)
HyMiRec: A Hybrid Multi-interest Learning Framework for LLM-based Sequential Recommendation
by: Zhou, Jingyi, et al.
Published: (2025)
by: Zhou, Jingyi, et al.
Published: (2025)
An Efficient Attention Mechanism for Sequential Recommendation Tasks: HydraRec
by: Mushtaque, Uzma
Published: (2025)
by: Mushtaque, Uzma
Published: (2025)
AgentSociety Challenge: Designing LLM Agents for User Modeling and Recommendation on Web Platforms
by: Yan, Yuwei, et al.
Published: (2025)
by: Yan, Yuwei, et al.
Published: (2025)
RecLM: Recommendation Instruction Tuning
by: Jiang, Yangqin, et al.
Published: (2024)
by: Jiang, Yangqin, et al.
Published: (2024)
RaSeRec: Retrieval-Augmented Sequential Recommendation
by: Zhao, Xinping, et al.
Published: (2024)
by: Zhao, Xinping, et al.
Published: (2024)
RAG-Enhanced Large Language Models for Dynamic Content Expiration Prediction in Web Search
by: Chen, Tingyu, et al.
Published: (2026)
by: Chen, Tingyu, et al.
Published: (2026)
MLSA4Rec: Mamba Combined with Low-Rank Decomposed Self-Attention for Sequential Recommendation
by: Su, Jinzhao, et al.
Published: (2024)
by: Su, Jinzhao, et al.
Published: (2024)
Transformers4NewsRec: A Transformer-based News Recommendation Framework
by: Liu, Dairui, et al.
Published: (2024)
by: Liu, Dairui, et al.
Published: (2024)
AdaptJobRec: Enhancing Conversational Career Recommendation through an LLM-Powered Agentic System
by: Wang, Qixin, et al.
Published: (2025)
by: Wang, Qixin, et al.
Published: (2025)
Process-Supervised LLM Recommenders via Flow-guided Tuning
by: Gao, Chongming, et al.
Published: (2025)
by: Gao, Chongming, et al.
Published: (2025)
DiscRec: Disentangled Semantic-Collaborative Modeling for Generative Recommendation
by: Liu, Chang, et al.
Published: (2025)
by: Liu, Chang, et al.
Published: (2025)
Similar Items
-
TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation
by: Qu, Haohao, et al.
Published: (2024) -
Investigating and Mitigating Stereotype-aware Unfairness in LLM-based Recommendations
by: Zhao, Zihuai, et al.
Published: (2025) -
ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning
by: Huang, Jiani, et al.
Published: (2026) -
LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems
by: Liu, Langming, et al.
Published: (2024) -
SSD4Rec: A Structured State Space Duality Model for Efficient Sequential Recommendation
by: Qu, Haohao, et al.
Published: (2024)