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BiasDPO: Mitigating Bias in Language Models through Direct Preference Optimization

BiasDPO: Mitigating Bias in Language Models through Direct Preference Optimization

Ahmed Allam
ArXiv (abs)PDFHTML

Papers citing "BiasDPO: Mitigating Bias in Language Models through Direct Preference Optimization"

9 / 9 papers shown
Title
Learning to Summarize from LLM-generated Feedback
Learning to Summarize from LLM-generated Feedback
Hwanjun Song
Taewon Yun
Yuho Lee
Jihwan Oh
Gihun Lee
Jason (Jinglun) Cai
Hang Su
221
10
0
28 Jan 2025
Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment
Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment
Chaoqi Wang
Zhuokai Zhao
Yibo Jiang
Zhaorun Chen
Chen Zhu
...
Jiayi Liu
Lizhu Zhang
Xiangjun Fan
Hao Ma
Sinong Wang
126
5
0
16 Jan 2025
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation
Vera Neplenbroek
Arianna Bisazza
Raquel Fernández
168
1
0
18 Dec 2024
KTO: Model Alignment as Prospect Theoretic Optimization
KTO: Model Alignment as Prospect Theoretic Optimization
Kawin Ethayarajh
Winnie Xu
Niklas Muennighoff
Dan Jurafsky
Douwe Kiela
266
558
0
02 Feb 2024
A General Theoretical Paradigm to Understand Learning from Human Preferences
A General Theoretical Paradigm to Understand Learning from Human Preferences
M. G. Azar
Mark Rowland
Bilal Piot
Daniel Guo
Daniele Calandriello
Michal Valko
Rémi Munos
176
624
0
18 Oct 2023
Bias Testing and Mitigation in LLM-based Code Generation
Bias Testing and Mitigation in LLM-based Code Generation
Dong Huang
Qingwen Bu
Jie M. Zhang
Xiaofei Xie
Junjie Chen
Heming Cui
89
27
0
03 Sep 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Rafael Rafailov
Archit Sharma
E. Mitchell
Stefano Ermon
Christopher D. Manning
Chelsea Finn
ALM
387
4,125
0
29 May 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
OSLMALM
880
13,148
0
04 Mar 2022
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models
Samuel Gehman
Suchin Gururangan
Maarten Sap
Yejin Choi
Noah A. Smith
158
1,209
0
24 Sep 2020

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