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MetaRM: Shifted Distributions Alignment via Meta-Learning

MetaRM: Shifted Distributions Alignment via Meta-Learning

1 May 2024
Shihan Dou
Yan Liu
Enyu Zhou
Tianlong Li
Haoxiang Jia
Limao Xiong
Xin Zhao
Junjie Ye
Rui Zheng
Tao Gui
Qi Zhang
Xuanjing Huang
    OOD
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Papers citing "MetaRM: Shifted Distributions Alignment via Meta-Learning"

6 / 6 papers shown
Title
Regularizing Hidden States Enables Learning Generalizable Reward Model
  for LLMs
Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs
Rui Yang
Ruomeng Ding
Yong Lin
Huan Zhang
Tong Zhang
26
42
0
14 Jun 2024
WARM: On the Benefits of Weight Averaged Reward Models
WARM: On the Benefits of Weight Averaged Reward Models
Alexandre Ramé
Nino Vieillard
Léonard Hussenot
Robert Dadashi
Geoffrey Cideron
Olivier Bachem
Johan Ferret
102
93
0
22 Jan 2024
Improving Generalization of Alignment with Human Preferences through
  Group Invariant Learning
Improving Generalization of Alignment with Human Preferences through Group Invariant Learning
Rui Zheng
Wei Shen
Yuan Hua
Wenbin Lai
Shihan Dou
...
Xiao Wang
Haoran Huang
Tao Gui
Qi Zhang
Xuanjing Huang
52
14
0
18 Oct 2023
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
303
11,881
0
04 Mar 2022
Meta-learning via Language Model In-context Tuning
Meta-learning via Language Model In-context Tuning
Yanda Chen
Ruiqi Zhong
Sheng Zha
George Karypis
He He
221
156
0
15 Oct 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
243
11,659
0
09 Mar 2017
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