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Quantile Regression for Distributional Reward Models in RLHF

Quantile Regression for Distributional Reward Models in RLHF

Nicolai Dorka
ArXiv (abs)PDFHTMLGithub (2★)

Papers citing "Quantile Regression for Distributional Reward Models in RLHF"

11 / 11 papers shown
Title
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization
Meiling Tao
Chenghao Zhu
Dongyi Ding
Tiannan Wang
Yuchen Eleanor Jiang
Wangchunshu Zhou
24
0
0
15 Jun 2025
Reward Model Interpretability via Optimal and Pessimal Tokens
Reward Model Interpretability via Optimal and Pessimal Tokens
Brian Christian
Hannah Rose Kirk
Jessica A.F. Thompson
Christopher Summerfield
Tsvetomira Dumbalska
AAML
10
0
0
08 Jun 2025
Multi-Domain Explainability of Preferences
Multi-Domain Explainability of Preferences
Nitay Calderon
Liat Ein-Dor
Roi Reichart
LRM
56
0
0
26 May 2025
Does Chain-of-Thought Reasoning Really Reduce Harmfulness from Jailbreaking?
Chengda Lu
Xiaoyu Fan
Yu Huang
Rongwu Xu
Jijie Li
Wei Xu
LRM
64
0
0
23 May 2025
A Systematic Analysis of Base Model Choice for Reward Modeling
A Systematic Analysis of Base Model Choice for Reward Modeling
Kian Ahrabian
Pegah Jandaghi
Negar Mokhberian
Sai Praneeth Karimireddy
Jay Pujara
129
0
0
16 May 2025
Skywork-VL Reward: An Effective Reward Model for Multimodal Understanding and Reasoning
Skywork-VL Reward: An Effective Reward Model for Multimodal Understanding and Reasoning
Xiaokun Wang
Chris
Jiangbo Pei
Wei Shen
Yi Peng
...
Ai Jian
Tianyidan Xie
Xuchen Song
Yang Liu
Yahui Zhou
OffRLLRM
120
2
0
12 May 2025
OASST-ETC Dataset: Alignment Signals from Eye-tracking Analysis of LLM Responses
OASST-ETC Dataset: Alignment Signals from Eye-tracking Analysis of LLM Responses
Angela Lopez-Cardona
Sebastian Idesis
Miguel Barreda-Ángeles
Sergi Abadal
Ioannis Arapakis
140
0
0
13 Mar 2025
Dataset Featurization: Uncovering Natural Language Features through Unsupervised Data Reconstruction
Dataset Featurization: Uncovering Natural Language Features through Unsupervised Data Reconstruction
Michal Bravansky
Vaclav Kubon
Suhas Hariharan
Robert Kirk
130
1
0
24 Feb 2025
Reinforcement Learning Enhanced LLMs: A Survey
Reinforcement Learning Enhanced LLMs: A Survey
Shuhe Wang
Shengyu Zhang
Jing Zhang
Runyi Hu
Xiaoya Li
Tianwei Zhang
Jiwei Li
Leilei Gan
G. Wang
Eduard H. Hovy
OffRL
243
16
0
05 Dec 2024
Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown
Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown
Xingzhou Lou
Dong Yan
Wei Shen
Yuzi Yan
Jian Xie
Junge Zhang
201
28
0
01 Oct 2024
Conditional Quantile Estimation for Uncertain Watch Time in Short-Video Recommendation
Conditional Quantile Estimation for Uncertain Watch Time in Short-Video Recommendation
Chengzhi Lin
Shuchang Liu
Chuyuan Wang
Yongqi Liu
65
4
0
17 Jul 2024

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