Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User Recommendations

Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User Recommendations

30 May 2024

Minh-Duc Nguyen

Thien Hang Nguyen

Papers citing "Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User Recommendations"

18 / 18 papers shown

Title
Unleashing the Power of Large Language Model for Denoising Recommendation Shuyao Wang Zhi Zheng Yongduo Sui Hui Xiong 126 0 0 13 Feb 2025
Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction Qi Sun Kun Huang Xiaocui Yang Rong Tong Kun Zhang Soujanya Poria 45 21 0 24 Jan 2024
RecMind: Large Language Model Powered Agent For Recommendation Yancheng Wang Ziyan Jiang Zheng Chen Fan Yang Yingxue Zhou Eunah Cho Xing Fan Xiaojiang Huang Yanbin Lu Yingzhen Yang LLMAG LM&Ro LRM 74 96 0 28 Aug 2023
Large Language Models as Zero-Shot Conversational Recommenders Zhankui He Zhouhang Xie Rahul Jha Harald Steck Dawen Liang Yesu Feng Bodhisattwa Prasad Majumder Nathan Kallus Julian McAuley 60 137 0 19 Aug 2023
Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences Scott Sanner K. Balog Filip Radlinski Benjamin D. Wedin Lucas Dixon 41 101 0 26 Jul 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 76 324 0 05 Jul 2023
A Survey on Large Language Models for Recommendation Likang Wu Zhilan Zheng Zhaopeng Qiu Hao Wang Hongchao Gu ... Chen Zhu Hengshu Zhu Qi Liu Hui Xiong Enhong Chen 97 379 0 31 May 2023
Large Language Models are Zero-Shot Rankers for Recommender Systems Yupeng Hou Junjie Zhang Zihan Lin Hongyu Lu Ruobing Xie Julian McAuley Wayne Xin Zhao LRM ALM 45 311 0 15 May 2023
Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation Jizhi Zhang Keqin Bao Yang Zhang Wenjie Wang Fuli Feng Xiangnan He LRM ALM 40 162 0 12 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 140 278 0 25 Mar 2023
Self-attention encoding and pooling for speaker recognition Pooyan Safari Miquel India Javier Hernando ViT 24 81 0 03 Aug 2020
A Survey on Knowledge Graph-Based Recommender Systems Qingyu Guo Fuzhen Zhuang Chuan Qin Hengshu Zhu Xing Xie Hui Xiong Qing He 104 735 0 28 Feb 2020
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 77 3,586 0 06 Feb 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 372 11,979 0 27 Aug 2019
Neural Graph Collaborative Filtering Xiang Wang Xiangnan He Meng Wang Fuli Feng Tat-Seng Chua 70 2,946 0 20 May 2019
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation Hongwei Wang Fuzheng Zhang Miao Zhao Wenjie Li Xing Xie Minyi Guo 28 454 0 23 Jan 2019
Graph Convolutional Neural Networks for Web-Scale Recommender Systems Rex Ying Ruining He Kaifeng Chen Pong Eksombatchai William L. Hamilton J. Leskovec GNN BDL 153 3,513 0 06 Jun 2018
Variational Autoencoders for Collaborative Filtering Dawen Liang Rahul G. Krishnan Matthew D. Hoffman Tony Jebara BDL 86 1,222 0 16 Feb 2018