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2404.14313
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Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels
22 April 2024
Jan-Philipp Fränken
E. Zelikman
Rafael Rafailov
Kanishk Gandhi
Tobias Gerstenberg
Noah D. Goodman
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Papers citing
"Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels"
8 / 8 papers shown
Latent Principle Discovery for Language Model Self-Improvement
Keshav Ramji
Tahira Naseem
Ramón Fernandez Astudillo
LRM
377
0
0
22 May 2025
Inference-Time Scaling for Generalist Reward Modeling
Zijun Liu
P. Wang
Ran Xu
Shirong Ma
Chong Ruan
Ziwei Sun
Yang Liu
Y. Wu
OffRL
LRM
645
203
0
03 Apr 2025
Is Free Self-Alignment Possible?
Dyah Adila
Changho Shin
Yijing Zhang
Frederic Sala
MoMe
474
2
0
24 Feb 2025
Generative Reward Models
Dakota Mahan
Duy Phung
Rafael Rafailov
Chase Blagden
Nathan Lile
Louis Castricato
Jan-Philipp Fränken
Chelsea Finn
Alon Albalak
VLM
SyDa
OffRL
319
102
0
02 Oct 2024
WPO: Enhancing RLHF with Weighted Preference Optimization
Wenxuan Zhou
Ravi Agrawal
Shujian Zhang
Sathish Indurthi
Sanqiang Zhao
Kaiqiang Song
Silei Xu
Chenguang Zhu
398
41
0
17 Jun 2024
Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller
Min Cai
Yuchen Zhang
Shichang Zhang
Fan Yin
Difan Zou
Yisong Yue
Ziniu Hu
377
5
0
04 Jun 2024
Enhancing Large Vision Language Models with Self-Training on Image Comprehension
Yihe Deng
Pan Lu
Fan Yin
Ziniu Hu
Sheng Shen
James Zou
Kai-Wei Chang
Wei Wang
SyDa
VLM
LRM
298
78
0
30 May 2024
STaR-GATE: Teaching Language Models to Ask Clarifying Questions
Chinmaya Andukuri
Jan-Philipp Fränken
Tobias Gerstenberg
Noah D. Goodman
SyDa
LRM
480
87
0
28 Mar 2024
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