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2410.09671
Cited By
OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models
12 October 2024
Jun Wang
Meng Fang
Bo Liu
Muning Wen
Jiachen Zhu
Anjie Liu
Ziqin Gong
Yangqiu Song
Lei Chen
Lionel M. Ni
Linyi Yang
Ying Wen
Weinan Zhang
LRM
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Papers citing
"OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models"
22 / 22 papers shown
Title
Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL
Che Liu
Haozhe Wang
J. Pan
Zhongwei Wan
Yong Dai
Fangzhen Lin
Wenjia Bai
Daniel Rueckert
Rossella Arcucci
OffRL
LRM
ELM
105
1
0
23 May 2025
Accurate and Diverse LLM Mathematical Reasoning via Automated PRM-Guided GFlowNets
Adam Younsi
Abdalgader Abubaker
M. Seddik
Hakim Hacid
Salem Lahlou
LRM
197
1
0
28 Apr 2025
MARFT: Multi-Agent Reinforcement Fine-Tuning
Junwei Liao
Muning Wen
Jun Wang
Weinan Zhang
OffRL
117
5
0
21 Apr 2025
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs
Juncheng Wu
Wenlong Deng
Xiaochen Li
Sheng Liu
Taomian Mi
...
Yihan Cao
Hui Ren
Xuzhao Li
Xiaoxiao Li
Yuyin Zhou
AI4MH
LRM
114
15
0
01 Apr 2025
Adaptive Group Policy Optimization: Towards Stable Training and Token-Efficient Reasoning
Chen Li
Nazhou Liu
Kai Yang
110
10
0
20 Mar 2025
PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing
Cheng Deng
Luoyang Sun
Jiwen Jiang
Yongcheng Zeng
Xinjian Wu
...
Haoyang Li
Lei Chen
Lionel M. Ni
Jun Wang
Jun Wang
403
0
0
15 Mar 2025
Typhoon T1: An Open Thai Reasoning Model
Pittawat Taveekitworachai
Potsawee Manakul
Kasima Tharnpipitchai
Kunat Pipatanakul
OffRL
LRM
186
0
0
13 Feb 2025
A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization
Haoxin Liu
Chenghao Liu
B. Prakash
AI4TS
LRM
135
11
0
09 Nov 2024
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Charlie Snell
Jaehoon Lee
Kelvin Xu
Aviral Kumar
LRM
185
681
0
06 Aug 2024
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
E. Zelikman
Georges Harik
Yijia Shao
Varuna Jayasiri
Nick Haber
Noah D. Goodman
LLMAG
ReLM
LRM
110
149
0
14 Mar 2024
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Zhihong Shao
Peiyi Wang
Qihao Zhu
Runxin Xu
Jun-Mei Song
...
Haowei Zhang
Mingchuan Zhang
Yiming Li
Yu-Huan Wu
Daya Guo
ReLM
LRM
138
1,238
0
05 Feb 2024
Think before you speak: Training Language Models With Pause Tokens
Sachin Goyal
Ziwei Ji
A. S. Rawat
A. Menon
Sanjiv Kumar
Vaishnavh Nagarajan
LRM
103
117
0
03 Oct 2023
Let's Verify Step by Step
Hunter Lightman
V. Kosaraju
Yura Burda
Harrison Edwards
Bowen Baker
Teddy Lee
Jan Leike
John Schulman
Ilya Sutskever
K. Cobbe
ALM
OffRL
LRM
193
1,228
0
31 May 2023
Reasoning with Language Model is Planning with World Model
Shibo Hao
Yi Gu
Haodi Ma
Joshua Jiahua Hong
Zhen Wang
D. Wang
Zhiting Hu
ReLM
LRM
LLMAG
141
579
0
24 May 2023
STaR: Bootstrapping Reasoning With Reasoning
E. Zelikman
Yuhuai Wu
Jesse Mu
Noah D. Goodman
ReLM
LRM
142
488
0
28 Mar 2022
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
OSLM
ALM
880
13,148
0
04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
820
9,576
0
28 Jan 2022
Show Your Work: Scratchpads for Intermediate Computation with Language Models
Maxwell Nye
Anders Andreassen
Guy Gur-Ari
Henryk Michalewski
Jacob Austin
...
Aitor Lewkowycz
Maarten Bosma
D. Luan
Charles Sutton
Augustus Odena
ReLM
LRM
183
752
0
30 Nov 2021
Training Verifiers to Solve Math Word Problems
K. Cobbe
V. Kosaraju
Mohammad Bavarian
Mark Chen
Heewoo Jun
...
Jerry Tworek
Jacob Hilton
Reiichiro Nakano
Christopher Hesse
John Schulman
ReLM
OffRL
LRM
308
4,533
0
27 Oct 2021
Scaling Laws for Neural Language Models
Jared Kaplan
Sam McCandlish
T. Henighan
Tom B. Brown
B. Chess
R. Child
Scott Gray
Alec Radford
Jeff Wu
Dario Amodei
608
4,893
0
23 Jan 2020
Proximal Policy Optimization Algorithms
John Schulman
Filip Wolski
Prafulla Dhariwal
Alec Radford
Oleg Klimov
OffRL
523
19,237
0
20 Jul 2017
High-Dimensional Continuous Control Using Generalized Advantage Estimation
John Schulman
Philipp Moritz
Sergey Levine
Michael I. Jordan
Pieter Abbeel
OffRL
104
3,434
0
08 Jun 2015
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