A Survey of Generative Search and Recommendation in the Era of Large
Language Models

A Survey of Generative Search and Recommendation in the Era of Large Language Models

25 April 2024

Liang Pang

Papers citing "A Survey of Generative Search and Recommendation in the Era of Large Language Models"

10 / 10 papers shown

Title
RAGAR: Retrieval Augment Personalized Image Generation Guided by Recommendation Run Ling W. Wang Yuting Liu G. Guo Linying Jiang Xingwei Wang DiffM 40 0 0 03 May 2025
Efficient Inference for Large Language Model-based Generative Recommendation Xinyu Lin Chaoqun Yang Wenjie Wang Yongqi Li Cunxiao Du Fuli Feng See-Kiong Ng Tat-Seng Chua 58 4 0 07 Oct 2024
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) Yashar Deldjoo Zhankui He Julian McAuley A. Korikov Scott Sanner Arnau Ramisa René Vidal M. Sathiamoorthy Atoosa Kasirzadeh Silvia Milano VLM 26 30 0 31 Mar 2024
RA-Rec: An Efficient ID Representation Alignment Framework for LLM-based Recommendation Xiaohan Yu Li Zhang Xin Zhao Yue Wang Zhongrui Ma 31 6 0 07 Feb 2024
LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking Zhenrui Yue Sara Rabhi G. D. S. P. Moreira Dong Wang Even Oldridge LRM 38 36 0 25 Oct 2023
Large Language Models are Built-in Autoregressive Search Engines Noah Ziems W. Yu Zhihan Zhang Meng-Long Jiang KELM 57 39 0 16 May 2023
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System Yunfan Gao Tao Sheng Youlin Xiang Yun Xiong Haofen Wang Jiawei Zhang RALM KELM 107 242 0 25 Mar 2023
Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders Yupeng Hou Zhankui He Julian McAuley Wayne Xin Zhao 54 122 0 22 Oct 2022
Autoregressive Image Generation using Residual Quantization Doyup Lee Chiheon Kim Saehoon Kim Minsu Cho Wook-Shin Han VGen 165 324 0 03 Mar 2022
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua-Hong Wu Haifeng Wang RALM OffRL 198 516 0 16 Oct 2020