LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation

LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation

18 June 2024

Yichao Wang

Xiangyang Li

Ruiming Tang

Papers citing "LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation"

11 / 11 papers shown

Title
Field Matters: A lightweight LLM-enhanced Method for CTR Prediction Yu Cui Feng Liu Jiawei Chen Xingyu Lou Changwang Zhang Jun Wang Yuegang Sun Xiaohu Yang Can Wang 39 0 0 20 May 2025
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation Qiang Liu Zhaopeng Qiu Xiangyu Zhao X. Wu Zijian Zhang Tong Xu Feng Tian 71 0 0 31 Dec 2024
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications Qidong Liu Xian Wu Xiangyu Zhao Yuanshao Zhu Derong Xu Feng Tian Yefeng Zheng MoE 56 67 0 21 Oct 2023
An Unified Search and Recommendation Foundation Model for Cold-Start Scenario Yuqi Gong Xichen Ding Yehui Su Kaiming Shen Zhongyi Liu Guannan Zhang LRM 89 25 0 16 Sep 2023
Heterogeneous Knowledge Fusion: A Novel Approach for Personalized Recommendation via LLM Bin Yin Jun Xie Yu-Xia Qin Zixiang Ding Zhichao Feng Xiang Li Wei Lin MoMe 19 27 0 07 Aug 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 71 324 0 05 Jul 2023
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization? Thomas Wang Adam Roberts Daniel Hesslow Teven Le Scao Hyung Won Chung Iz Beltagy Julien Launay Colin Raffel 72 171 0 12 Apr 2022
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5) Shijie Geng Shuchang Liu Zuohui Fu Yingqiang Ge Yongfeng Zhang VLM AI4TS 30 463 0 24 Mar 2022
Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising Dongbo Xi Z. Chen Peng Yan Yinger Zhang Yongchun Zhu Fuzhen Zhuang Yu Chen 23 99 0 18 May 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 63 1,520 0 18 Mar 2021
One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction Xiang-Rong Sheng Liqin Zhao Guorui Zhou Xinyao Ding Binding Dai ... Siran Yang Jingshan Lv Chi Zhang Hongbo Deng Xiaoqiang Zhu LRM 24 183 0 27 Jan 2021

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