Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement

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Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement

16 February 2024

Chengxiang Zhai

ChengXiang Zhai

Heng Ji

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Papers citing "Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement"

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Title
Aligning VLM Assistants with Personalized Situated Cognition Yongqi Li Shen Zhou Xiaohu Li Xin Miao Jintao Wen ... Birong Pan Hankun Kang Yuanyuan Zhu Ming Zhong T. Qian 43 0 0 01 Jun 2025
LLMs Think, But Not In Your Flow: Reasoning-Level Personalization for Black-Box Large Language Models Jieyong Kim Tongyoung Kim Soojin Yoon Jaehyung Kim Dongha Lee LRM 111 0 0 27 May 2025
WikiPersonas: What Can We Learn From Personalized Alignment to Famous People? Zilu Tang Afra Feyza Akyürek Ekin Akyürek Derry Wijaya 132 0 0 19 May 2025
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization Yilun Qiu Xiaoyan Zhao Yang Zhang Yimeng Bai Wenjie Wang Hong Cheng Fuli Feng Tat-Seng Chua 139 3 0 04 Mar 2025
Rehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models Yanyue Zhang Yulan He Deyu Zhou 103 0 0 01 Mar 2025
When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning Yijiang River Dong Tiancheng Hu Yinhong Liu Ahmet Üstün Nigel Collier 128 1 0 26 Feb 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions Joseph Suh Erfan Jahanparast Suhong Moon Minwoo Kang Serina Chang ALM LM&MA 152 4 0 24 Feb 2025
PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent Jiateng Liu Lin Ai Zizhou Liu Payam Karisani Zheng Hui May Fung Preslav Nakov Julia Hirschberg Heng Ji DiffM 169 5 0 17 Feb 2025
Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents Zihao Lin Ziyi Wang Yuanting Pan Varun Manjunatha Ryan Rossi Angela Lau Lifu Huang Tong Sun RALM 166 0 0 17 Dec 2024
Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks Jiayi He Hehai Lin Q. Wang Yi R. Fung Chenhui Xu ReLM LRM 226 7 0 05 Oct 2024
Aligning LLMs with Individual Preferences via Interaction Shujin Wu May Fung Cheng Qian Jeonghwan Kim Dilek Z. Hakkani-Tür Heng Ji 118 26 0 04 Oct 2024
Can Language Models Reason about Individualistic Human Values and Preferences? Liwei Jiang Taylor Sorensen Sydney Levine Yejin Choi 146 14 0 04 Oct 2024
Scaling Synthetic Data Creation with 1,000,000,000 Personas Tao Ge Xin Chan Dian Yu Haitao Mi Dong Yu Dong Yu SyDa 250 150 0 28 Jun 2024
Few-shot Personalization of LLMs with Mis-aligned Responses Jaehyung Kim Yiming Yang 160 9 0 26 Jun 2024
Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts Zhaoxuan Tan Zheyuan Liu Meng Jiang 99 31 0 15 Jun 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 148 98 0 28 Apr 2024