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Large Language Models Can Be Good Privacy Protection Learners

Large Language Models Can Be Good Privacy Protection Learners

3 October 2023
Yijia Xiao
Yiqiao Jin
Yushi Bai
Yue Wu
Xianjun Yang
Xiao Luo
Wenchao Yu
Xujiang Zhao
Yanchi Liu
Haifeng Chen
Wei Wang
Wei Cheng
    PILM
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Papers citing "Large Language Models Can Be Good Privacy Protection Learners"

9 / 9 papers shown
Title
Poisoning Language Models During Instruction Tuning
Poisoning Language Models During Instruction Tuning
Alexander Wan
Eric Wallace
Sheng Shen
Dan Klein
SILM
88
124
0
01 May 2023
ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal,
  Causal, and Discourse Relations
ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations
Chunkit Chan
Cheng Jiayang
Weiqi Wang
Yuxin Jiang
Tianqing Fang
Xin Liu
Yangqiu Song
LRM
53
47
0
28 Apr 2023
Controlled Text Generation with Natural Language Instructions
Controlled Text Generation with Natural Language Instructions
Wangchunshu Zhou
Yuchen Eleanor Jiang
Ethan Gotlieb Wilcox
Ryan Cotterell
Mrinmaya Sachan
125
56
0
27 Apr 2023
Teaching language models to support answers with verified quotes
Teaching language models to support answers with verified quotes
Jacob Menick
Maja Trebacz
Vladimir Mikulik
John Aslanides
Francis Song
...
Mia Glaese
Susannah Young
Lucy Campbell-Gillingham
G. Irving
Nat McAleese
ELM
RALM
213
204
0
21 Mar 2022
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
301
8,441
0
04 Mar 2022
Differentially Private Fine-tuning of Language Models
Differentially Private Fine-tuning of Language Models
Da Yu
Saurabh Naik
A. Backurs
Sivakanth Gopi
Huseyin A. Inan
...
Y. Lee
Andre Manoel
Lukas Wutschitz
Sergey Yekhanin
Huishuai Zhang
119
258
0
13 Oct 2021
Challenges in Detoxifying Language Models
Challenges in Detoxifying Language Models
Johannes Welbl
Amelia Glaese
J. Uesato
Sumanth Dathathri
John F. J. Mellor
Lisa Anne Hendricks
Kirsty Anderson
Pushmeet Kohli
Ben Coppin
Po-Sen Huang
LM&MA
228
156
0
15 Sep 2021
Extracting Training Data from Large Language Models
Extracting Training Data from Large Language Models
Nicholas Carlini
Florian Tramèr
Eric Wallace
Matthew Jagielski
Ariel Herbert-Voss
...
Tom B. Brown
D. Song
Ulfar Erlingsson
Alina Oprea
Colin Raffel
MLAU
SILM
258
1,386
0
14 Dec 2020
Fine-Tuning Language Models from Human Preferences
Fine-Tuning Language Models from Human Preferences
Daniel M. Ziegler
Nisan Stiennon
Jeff Wu
Tom B. Brown
Alec Radford
Dario Amodei
Paul Christiano
G. Irving
ALM
273
1,151
0
18 Sep 2019
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