A Survey on Large Language Models for Personalized and Explainable Recommendations

21 November 2023

Papers citing "A Survey on Large Language Models for Personalized and Explainable Recommendations"

7 / 7 papers shown

Title
Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation Alireza Salemi Cheng-rong Li Mingyang Zhang Qiaozhu Mei Weize Kong Tao Chen Zhuowan Li Michael Bendersky Hamed Zamani LRM RALM ReLM 52 6 0 07 Jan 2025
Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models Alireza Salemi Hamed Zamani 35 9 0 14 Sep 2024
Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential Recommendation Tingjia Shen Hao Wang Jiaqing Zhang Sirui Zhao Liangyue Li Zulong Chen Defu Lian Enhong Chen LRM 79 14 0 05 Jun 2024
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization Yu-Min Tseng Yu-Chao Huang Teng-Yun Hsiao Yu-Ching Hsu Chao-Wei Huang Jia-Yin Foo Yun-Nung Chen LLMAG 262 68 0 03 Jun 2024
GCOF: Self-iterative Text Generation for Copywriting Using Large Language Model Jianghui Zhou Ya Gao Jie Liu Xuemin Zhao Zhaohua Yang Yue Wu Lirong Shi 51 0 0 21 Feb 2024
Personalized Language Modeling from Personalized Human Feedback Xinyu Li Zachary C. Lipton Liu Leqi ALM 71 48 0 06 Feb 2024
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 30 196 0 09 Jun 2023