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

17 February 2025

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

4 / 4 papers shown

Title
Reward Inside the Model: A Lightweight Hidden-State Reward Model for LLM's Best-of-N sampling Jizhou Guo Zhaomin Wu Philip S. Yu 4 0 0 18 May 2025
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 45 3 0 12 Apr 2025
Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding Yishuo Wang Pei Zhang Siyuan Huang Baosong Yang Zizhuo Zhang Fei Huang Rui Wang BDL LRM 64 7 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 Xianpei Han ... Le Sun Jie Lou Bowen Yu Yaojie Lu Hongyu Lin ALM 89 2 0 18 Nov 2024