A Survey on Large Language Models in Multimodal Recommender Systems
Fuente:
arXiv
Guardado en:
| Autores principales: | Lopez-Avila, Alejo, Du, Jinhua |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
A Survey of Generative Search and Recommendation in the Era of Large Language Models
por: Li, Yongqi, et al.
Publicado: (2024)
por: Li, Yongqi, et al.
Publicado: (2024)
Large Language Models Make Sample-Efficient Recommender Systems
por: Lin, Jianghao, et al.
Publicado: (2024)
por: Lin, Jianghao, et al.
Publicado: (2024)
Large Language Models are Zero-Shot Rankers for Recommender Systems
por: Hou, Yupeng, et al.
Publicado: (2023)
por: Hou, Yupeng, et al.
Publicado: (2023)
Efficient Inference for Large Language Model-based Generative Recommendation
por: Lin, Xinyu, et al.
Publicado: (2024)
por: Lin, Xinyu, et al.
Publicado: (2024)
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions
por: Li, Lei, et al.
Publicado: (2023)
por: Li, Lei, et al.
Publicado: (2023)
Large Language Models as Evaluators for Recommendation Explanations
por: Zhang, Xiaoyu, et al.
Publicado: (2024)
por: Zhang, Xiaoyu, et al.
Publicado: (2024)
Are Longer Prompts Always Better? Prompt Selection in Large Language Models for Recommendation Systems
por: Kusano, Genki, et al.
Publicado: (2024)
por: Kusano, Genki, et al.
Publicado: (2024)
Large Language Models for Information Retrieval: A Survey
por: Zhu, Yutao, et al.
Publicado: (2023)
por: Zhu, Yutao, et al.
Publicado: (2023)
Recommender Systems in the Era of Large Language Models (LLMs)
por: Zhao, Zihuai, et al.
Publicado: (2023)
por: Zhao, Zihuai, et al.
Publicado: (2023)
Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation
por: Epure, Elena V., et al.
Publicado: (2025)
por: Epure, Elena V., et al.
Publicado: (2025)
Collaborative Cross-modal Fusion with Large Language Model for Recommendation
por: Liu, Zhongzhou, et al.
Publicado: (2024)
por: Liu, Zhongzhou, et al.
Publicado: (2024)
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models
por: Wang, Xiaolei, et al.
Publicado: (2023)
por: Wang, Xiaolei, et al.
Publicado: (2023)
Enhancing Content-based Recommendation via Large Language Model
por: Xu, Wentao, et al.
Publicado: (2024)
por: Xu, Wentao, et al.
Publicado: (2024)
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue
por: Liu, Yuanxing, et al.
Publicado: (2023)
por: Liu, Yuanxing, et al.
Publicado: (2023)
Harmonizing Large Language Models with Collaborative Behavioral Signals for Conversational Recommendation
por: Li, Guanrong, et al.
Publicado: (2025)
por: Li, Guanrong, et al.
Publicado: (2025)
Multi-Layer Ranking with Large Language Models for News Source Recommendation
por: Zhang, Wenjia, et al.
Publicado: (2024)
por: Zhang, Wenjia, et al.
Publicado: (2024)
Prospect Personalized Recommendation on Large Language Model-based Agent Platform
por: Zhang, Jizhi, et al.
Publicado: (2024)
por: Zhang, Jizhi, et al.
Publicado: (2024)
BookGPT: A General Framework for Book Recommendation Empowered by Large Language Model
por: Zhiyuli, Aakas, et al.
Publicado: (2023)
por: Zhiyuli, Aakas, et al.
Publicado: (2023)
LLM4Rec: Large Language Models for Multimodal Generative Recommendation with Causal Debiasing
por: Ma, Bo, et al.
Publicado: (2025)
por: Ma, Bo, et al.
Publicado: (2025)
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning
por: Lin, Jiacheng, et al.
Publicado: (2025)
por: Lin, Jiacheng, et al.
Publicado: (2025)
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning
por: Xu, Jian, et al.
Publicado: (2025)
por: Xu, Jian, et al.
Publicado: (2025)
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation
por: Li, Yuhan, et al.
Publicado: (2025)
por: Li, Yuhan, et al.
Publicado: (2025)
LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation
por: Liu, Qidong, et al.
Publicado: (2024)
por: Liu, Qidong, et al.
Publicado: (2024)
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A Survey
por: Verma, Sourav
Publicado: (2024)
por: Verma, Sourav
Publicado: (2024)
MoRE: A Mixture of Reflectors Framework for Large Language Model-Based Sequential Recommendation
por: Qin, Weicong, et al.
Publicado: (2024)
por: Qin, Weicong, et al.
Publicado: (2024)
Large Language Model Empowered Recommendation Meets All-domain Continual Pre-Training
por: Ma, Haokai, et al.
Publicado: (2025)
por: Ma, Haokai, et al.
Publicado: (2025)
EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations
por: Zhang, Chiyu, et al.
Publicado: (2024)
por: Zhang, Chiyu, et al.
Publicado: (2024)
LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation
por: Liu, Qidong, et al.
Publicado: (2024)
por: Liu, Qidong, et al.
Publicado: (2024)
Item-Language Model for Conversational Recommendation
por: Yang, Li, et al.
Publicado: (2024)
por: Yang, Li, et al.
Publicado: (2024)
Exploring Approaches for Detecting Memorization of Recommender System Data in Large Language Models
por: Colacicco, Antonio, et al.
Publicado: (2026)
por: Colacicco, Antonio, et al.
Publicado: (2026)
Multimodal Quantitative Language for Generative Recommendation
por: Zhai, Jianyang, et al.
Publicado: (2025)
por: Zhai, Jianyang, et al.
Publicado: (2025)
Do Recommender Systems Really Leverage Multimodal Content? A Comprehensive Analysis on Multimodal Representations for Recommendation
por: Pomo, Claudio, et al.
Publicado: (2025)
por: Pomo, Claudio, et al.
Publicado: (2025)
XRec: Large Language Models for Explainable Recommendation
por: Ma, Qiyao, et al.
Publicado: (2024)
por: Ma, Qiyao, et al.
Publicado: (2024)
Large Language Models as Narrative-Driven Recommenders
por: Eberhard, Lukas, et al.
Publicado: (2024)
por: Eberhard, Lukas, et al.
Publicado: (2024)
Personalized Multimodal Large Language Models: A Survey
por: Wu, Junda, et al.
Publicado: (2024)
por: Wu, Junda, et al.
Publicado: (2024)
Inference Computation Scaling for Feature Augmentation in Recommendation Systems
por: Liu, Weihao, et al.
Publicado: (2025)
por: Liu, Weihao, et al.
Publicado: (2025)
Structurally Refined Graph Transformer for Multimodal Recommendation
por: Shi, Ke, et al.
Publicado: (2025)
por: Shi, Ke, et al.
Publicado: (2025)
Cognitive Biases in Large Language Models for News Recommendation
por: Lyu, Yougang, et al.
Publicado: (2024)
por: Lyu, Yougang, et al.
Publicado: (2024)
Stealthy Attack on Large Language Model based Recommendation
por: Zhang, Jinghao, et al.
Publicado: (2024)
por: Zhang, Jinghao, et al.
Publicado: (2024)
Multimodal Misinformation Detection using Large Vision-Language Models
por: Tahmasebi, Sahar, et al.
Publicado: (2024)
por: Tahmasebi, Sahar, et al.
Publicado: (2024)
Ejemplares similares
-
A Survey of Generative Search and Recommendation in the Era of Large Language Models
por: Li, Yongqi, et al.
Publicado: (2024) -
Large Language Models Make Sample-Efficient Recommender Systems
por: Lin, Jianghao, et al.
Publicado: (2024) -
Large Language Models are Zero-Shot Rankers for Recommender Systems
por: Hou, Yupeng, et al.
Publicado: (2023) -
Efficient Inference for Large Language Model-based Generative Recommendation
por: Lin, Xinyu, et al.
Publicado: (2024) -
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions
por: Li, Lei, et al.
Publicado: (2023)