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Enabling On-Device Large Language Model Personalization with
  Self-Supervised Data Selection and Synthesis

Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis

21 November 2023
Ruiyang Qin
Jun Xia
Zhenge Jia
Meng Jiang
Ahmed Abbasi
Peipei Zhou
Jingtong Hu
Yiyu Shi
ArXivPDFHTML

Papers citing "Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis"

5 / 5 papers shown
Title
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph
Deeksha Prahlad
Chanhee Lee
Dongha Kim
Hokeun Kim
RALM
41
0
0
15 May 2025
The Rise of Small Language Models in Healthcare: A Comprehensive Survey
The Rise of Small Language Models in Healthcare: A Comprehensive Survey
Muskan Garg
Shaina Raza
Shebuti Rayana
Xingyi Liu
Sunghwan Sohn
LM&MA
AILaw
92
0
0
23 Apr 2025
A Survey of Personalized Large Language Models: Progress and Future Directions
A Survey of Personalized Large Language Models: Progress and Future Directions
Jiahong Liu
Zexuan Qiu
Zhongyang Li
Quanyu Dai
Jieming Zhu
Minda Hu
Menglin Yang
Irwin King
LM&MA
56
4
0
17 Feb 2025
Training language models to follow instructions with human feedback
Training language models to follow instructions with human feedback
Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
...
Amanda Askell
Peter Welinder
Paul Christiano
Jan Leike
Ryan J. Lowe
OSLM
ALM
369
12,081
0
04 Mar 2022
Word Alignment by Fine-tuning Embeddings on Parallel Corpora
Word Alignment by Fine-tuning Embeddings on Parallel Corpora
Zi-Yi Dou
Graham Neubig
98
258
0
20 Jan 2021
1