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Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?

Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?

17 February 2025
Xueru Wen
Jie Lou
Y. Lu
Hongyu Lin
Xing Yu
Xinyu Lu
Ben He
Xianpei Han
Debing Zhang
Le Sun
    ALM
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Papers citing "Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?"

3 / 3 papers shown
Title
A Comprehensive Survey of Reward Models: Taxonomy, Applications, Challenges, and Future
A Comprehensive Survey of Reward Models: Taxonomy, Applications, Challenges, and Future
Jialun Zhong
Wei Shen
Yanzeng Li
Songyang Gao
Hua Lu
Yicheng Chen
Yang Zhang
Wei Zhou
Jinjie Gu
Lei Zou
LRM
43
2
0
12 Apr 2025
Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding
Y. Wang
Pei Zhang
Siyuan Huang
Baosong Yang
Z. Zhang
Fei Huang
Rui Wang
BDL
LRM
62
6
0
03 Mar 2025
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering
Xinyan Guan
Yanjiang Liu
Xinyu Lu
Boxi Cao
Ben He
...
Le Sun
Jie Lou
Bowen Yu
Y. Lu
Hongyu Lin
ALM
79
2
0
18 Nov 2024
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