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2508.19229
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StepWiser: Stepwise Generative Judges for Wiser Reasoning
26 August 2025
Wei Xiong
Wenting Zhao
Weizhe Yuan
O. Yu. Golovneva
Tong Zhang
Jason Weston
Sainbayar Sukhbaatar
LRM
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HuggingFace (17 upvotes)
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Papers citing
"StepWiser: Stepwise Generative Judges for Wiser Reasoning"
9 / 9 papers shown
Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models
Jingwei Ni
Ekaterina Fadeeva
Tianyi Wu
Mubashara Akhtar
Jiaheng Zhang
...
Markus Leippold
Timothy Baldwin
See-Kiong Ng
Artem Shelmanov
Mrinmaya Sachan
LRM
228
0
0
09 Nov 2025
Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains
Austin Xu
Xuan-Phi Nguyen
Yilun Zhou
Chien-Sheng Wu
Caiming Xiong
Shafiq Joty
OffRL
ALM
LRM
ELM
221
0
0
20 Oct 2025
From <Answer> to <Think>: Multidimensional Supervision of Reasoning Process for LLM Optimization
Beining Wang
Weihang Su
Hongtao Tian
Tao Yang
Yujia Zhou
Ting Yao
Qingyao Ai
Yiqun Liu
LRM
103
0
0
13 Oct 2025
Enhancing Large Language Model Reasoning with Reward Models: An Analytical Survey
Qiyuan Liu
Hao Xu
Xuhong Chen
Wei Chen
Yee Whye Teh
Ning Miao
ReLM
LRM
AI4CE
278
0
0
02 Oct 2025
Simultaneous Multi-objective Alignment Across Verifiable and Non-verifiable Rewards
Yiran Shen
Yu Xia
Jonathan D. Chang
Prithviraj Ammanabrolu
160
0
0
01 Oct 2025
Solving the Granularity Mismatch: Hierarchical Preference Learning for Long-Horizon LLM Agents
Heyang Gao
Guoqing Liu
Erxue Min
Hengyi Cai
Shuaiqiang Wang
Dawei Yin
Xu Chen
148
0
0
26 Sep 2025
ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration
Gaole Dai
Shiqi Jiang
Ting Cao
Yuqing Yang
Yuanchun Li
Rui Tan
Mo Li
Lili Qiu
LRM
128
0
0
26 Sep 2025
Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training
Chenlu Ye
Zhou Yu
Ziji Zhang
Hao Chen
Narayanan Sadagopan
Jing-Fu Huang
Tong Zhang
Anurag Beniwal
LRM
132
10
0
03 Sep 2025
Lost at the Beginning of Reasoning
Baohao Liao
Xinyi Chen
Sara Rajaee
Yuhui Xu
Christian Herold
Anders Søgaard
Maarten de Rijke
Christof Monz
LRM
206
5
0
27 Jun 2025
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