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2408.03314
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Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
6 August 2024
Charlie Snell
Jaehoon Lee
Kelvin Xu
Aviral Kumar
LRM
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Papers citing
"Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters"
50 / 147 papers shown
Title
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think
Seongyun Lee
Seungone Kim
Minju Seo
Yongrae Jo
Dongyoung Go
...
Xiang Yue
Sean Welleck
Graham Neubig
Moontae Lee
Minjoon Seo
LRM
31
0
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15 May 2025
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging
Hongjin Qian
Zhengyang Liang
RALM
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38
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0
14 May 2025
Towards Contamination Resistant Benchmarks
Rahmatullah Musawi
Sheng Lu
42
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13 May 2025
Making Small Language Models Efficient Reasoners: Intervention, Supervision, Reinforcement
Xuechen Zhang
Zijian Huang
Chenshun Ni
Ziyang Xiong
J. Chen
Samet Oymak
ReLM
LRM
45
0
0
12 May 2025
Learning from Peers in Reasoning Models
Tongxu Luo
Wenyu Du
Jiaxi Bi
Stephen Chung
Zhengyang Tang
Hao Yang
M. Zhang
Benyou Wang
LRM
41
0
0
12 May 2025
Scalable Chain of Thoughts via Elastic Reasoning
Yuhui Xu
Hanze Dong
Lei Wang
Doyen Sahoo
Junnan Li
Caiming Xiong
OffRL
LRM
51
2
0
08 May 2025
Scalable LLM Math Reasoning Acceleration with Low-rank Distillation
Harry Dong
Bilge Acun
Beidi Chen
Yuejie Chi
LRM
34
0
0
08 May 2025
Crosslingual Reasoning through Test-Time Scaling
Zheng-Xin Yong
Muhammad Farid Adilazuarda
Jonibek Mansurov
Ruochen Zhang
Niklas Muennighoff
Carsten Eickhoff
Genta Indra Winata
Julia Kreutzer
Stephen H. Bach
Alham Fikri Aji
LRM
ELM
157
0
0
08 May 2025
Beyond Theorem Proving: Formulation, Framework and Benchmark for Formal Problem-Solving
Qi Liu
Xinhao Zheng
Renqiu Xia
Xingzhi Qi
Qinxiang Cao
Junchi Yan
AIMat
52
0
0
07 May 2025
Geospatial Mechanistic Interpretability of Large Language Models
Stef De Sabbata
Stefano Mizzaro
Kevin Roitero
AI4CE
37
0
0
06 May 2025
Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning
Yibin Wang
Zhimin Li
Yuhang Zang
Chunyu Wang
Qinglin Lu
Cheng Jin
J. T. Wang
LRM
48
0
0
06 May 2025
FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models
Zhouliang Yu
Ruotian Peng
Keyi Ding
Y. K. Li
Zhongyuan Peng
...
Huajian Xin
Yifan Jiang
Yandong Wen
Ge Zhang
Weiyang Liu
LRM
128
1
0
05 May 2025
Improving Model Alignment Through Collective Intelligence of Open-Source LLMS
Junlin Wang
Roy Xie
Shang Zhu
Jue Wang
Ben Athiwaratkun
Bhuwan Dhingra
Shuaiwen Leon Song
Ce Zhang
James Zou
ALM
33
0
0
05 May 2025
MINERVA: Evaluating Complex Video Reasoning
Arsha Nagrani
Sachit Menon
Ahmet Iscen
Shyamal Buch
Ramin Mehran
...
Yukun Zhu
Carl Vondrick
Mikhail Sirotenko
Cordelia Schmid
Tobias Weyand
58
0
0
01 May 2025
UserCentrix: An Agentic Memory-augmented AI Framework for Smart Spaces
Alaa Saleh
Sasu Tarkoma
Praveen Kumar Donta
Naser Hossein Motlagh
Schahram Dustdar
Susanna Pirttikangas
Lauri Lovén
48
0
0
01 May 2025
COSMOS: Predictable and Cost-Effective Adaptation of LLMs
Jiayu Wang
Aws Albarghouthi
Frederic Sala
52
0
0
30 Apr 2025
Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User
Xinyu Wang
Chunxuan Xia
Junyi Li
Fanzhe Meng
Lei Huang
Jinpeng Wang
Wayne Xin Zhao
Ji-Rong Wen
63
0
0
29 Apr 2025
DYNAMAX: Dynamic computing for Transformers and Mamba based architectures
Miguel Nogales
Matteo Gambella
Manuel Roveri
56
0
0
29 Apr 2025
Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report
Paul Kassianik
Baturay Saglam
Alexander Chen
Blaine Nelson
Anu Vellore
...
Hyrum Anderson
Kojin Oshiba
Omar Santos
Yaron Singer
Amin Karbasi
PILM
63
0
0
28 Apr 2025
Accurate and Diverse LLM Mathematical Reasoning via Automated PRM-Guided GFlowNets
Adam Younsi
Abdalgader Abubaker
M. Seddik
Hakim Hacid
Salem Lahlou
LRM
57
0
0
28 Apr 2025
Generative Product Recommendations for Implicit Superlative Queries
Kaustubh D. Dhole
Nikhita Vedula
Saar Kuzi
Giuseppe Castellucci
Eugene Agichtein
S. Malmasi
52
0
0
26 Apr 2025
DeepDistill: Enhancing LLM Reasoning Capabilities via Large-Scale Difficulty-Graded Data Training
Xiaoyu Tian
Sitong Zhao
Haotian Wang
Shuaiting Chen
Yiping Peng
Yunjie Ji
Han Zhao
Xiangang Li
LRM
57
1
0
24 Apr 2025
Process Reward Models That Think
Muhammad Khalifa
Rishabh Agarwal
Lajanugen Logeswaran
Jaekyeom Kim
Hao Peng
Moontae Lee
Honglak Lee
Lu Wang
OffRL
ALM
LRM
44
1
0
23 Apr 2025
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
Le Zhuo
Liangbing Zhao
Sayak Paul
Yue Liao
Renrui Zhang
Yi Xin
Peng Gao
Mohamed Elhoseiny
Yiming Li
VLM
75
0
0
22 Apr 2025
TTRL: Test-Time Reinforcement Learning
Yuxin Zuo
Kaiyan Zhang
Shang Qu
Li Sheng
Xuekai Zhu
Biqing Qi
Youbang Sun
Ganqu Cui
Ning Ding
Bowen Zhou
OffRL
144
2
0
22 Apr 2025
Dynamic Early Exit in Reasoning Models
Chenxu Yang
Qingyi Si
Yongjie Duan
Zheliang Zhu
Chenyu Zhu
Zheng-Shen Lin
Zheng Lin
Li Cao
Weiping Wang
ReLM
LRM
37
0
0
22 Apr 2025
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators
Yilun Zhou
Austin Xu
Peifeng Wang
Caiming Xiong
Shafiq R. Joty
ELM
ALM
LRM
53
2
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21 Apr 2025
Think Deep, Think Fast: Investigating Efficiency of Verifier-free Inference-time-scaling Methods
Junlin Wang
Shang Zhu
Jon Saad-Falcon
Ben Athiwaratkun
Qingyang Wu
Jue Wang
Shuaiwen Leon Song
Ce Zhang
Bhuwan Dhingra
James Y. Zou
LRM
50
1
0
18 Apr 2025
FLIP Reasoning Challenge
Andreas Plesner
Turlan Kuzhagaliyev
Roger Wattenhofer
AAML
VLM
LRM
80
0
0
16 Apr 2025
Efficient Reasoning Models: A Survey
Sicheng Feng
Gongfan Fang
Xinyin Ma
Xinchao Wang
ReLM
LRM
148
2
0
15 Apr 2025
Teaching Large Language Models to Reason through Learning and Forgetting
Tianwei Ni
Allen Nie
Sapana Chaudhary
Yao Liu
Huzefa Rangwala
Rasool Fakoor
ReLM
CLL
LRM
142
0
0
15 Apr 2025
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Jinguo Zhu
Weiyun Wang
Zhe Chen
Z. Liu
Shenglong Ye
...
Dahua Lin
Yu Qiao
Jifeng Dai
Wenhai Wang
Wei Wang
MLLM
VLM
70
15
1
14 Apr 2025
Weight Ensembling Improves Reasoning in Language Models
Xingyu Dang
Christina Baek
Kaiyue Wen
Zico Kolter
Aditi Raghunathan
MoMe
LRM
63
1
0
14 Apr 2025
SPICE: A Synergistic, Precise, Iterative, and Customizable Image Editing Workflow
Kenan Tang
Yanhong Li
Yao Qin
DiffM
41
0
0
13 Apr 2025
AI-Slop to AI-Polish? Aligning Language Models through Edit-Based Writing Rewards and Test-time Computation
Tuhin Chakrabarty
Philippe Laban
C. Wu
32
1
0
10 Apr 2025
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?
Chenrui Fan
Ming Li
Lichao Sun
Tianyi Zhou
LRM
51
3
0
09 Apr 2025
Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use
Anna Goldie
Azalia Mirhoseini
Hao Zhou
Irene Cai
Christopher D. Manning
SyDa
OffRL
ReLM
LRM
114
3
0
07 Apr 2025
Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models
Ruikang Liu
Yuxuan Sun
Manyi Zhang
Haoli Bai
Xianzhi Yu
Tiezheng Yu
C. Yuan
Lu Hou
MQ
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39
6
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07 Apr 2025
Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning
Sugyeong Eo
Hyeonseok Moon
Evelyn Hayoon Zi
Chanjun Park
Heuiseok Lim
LLMAG
48
1
0
07 Apr 2025
Retro-Search: Exploring Untaken Paths for Deeper and Efficient Reasoning
Ximing Lu
Seungju Han
David Acuna
Hyunwoo Kim
Jaehun Jung
...
Niklas Muennighoff
M. Patwary
M. Shoeybi
Bryan Catanzaro
Yejin Choi
ReLM
LRM
44
2
0
06 Apr 2025
Large (Vision) Language Models are Unsupervised In-Context Learners
Artyom Gadetsky
Andrei Atanov
Yulun Jiang
Zhitong Gao
Ghazal Hosseini Mighan
Amir Zamir
Maria Brbić
VLM
MLLM
LRM
69
0
0
03 Apr 2025
Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute
Jianhao Chen
Zishuo Xun
Bocheng Zhou
Han Qi
Qiaosheng Zhang
...
Wei Hu
Yuzhong Qu
W. Ouyang
Wanli Ouyang
Shuyue Hu
74
0
0
01 Apr 2025
Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models
Zhanke Zhou
Zhaocheng Zhu
Xuan Li
Mikhail Galkin
Xiao Feng
Sanmi Koyejo
Jian Tang
Bo Han
LRM
56
0
0
28 Mar 2025
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation
Jiakai Tang
Sunhao Dai
Teng Shi
Jun Xu
X. Chen
Wen Chen
Wu Jian
Yuning Jiang
LRM
75
5
0
28 Mar 2025
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation
Zhicheng Lee
S. Cao
Jinxin Liu
J. Zhang
Weichuan Liu
Xiaoyin Che
Lei Hou
Juanzi Li
ReLM
LRM
94
2
0
27 Mar 2025
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
M. Ben-Chen
Tianpeng Li
Haoze Sun
Yijie Zhou
Chenzheng Zhu
...
Xin Wu
Haofen Wang
Jeff Z. Pan
Wen Zhang
H. Chen
ReLM
OffRL
AI4TS
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72
10
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25 Mar 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
Yang Sui
Yu-Neng Chuang
Guanchu Wang
Jiamu Zhang
Tianyi Zhang
...
Hongyi Liu
Andrew Wen
Shaochen
Zhong
Hanjie Chen
OffRL
ReLM
LRM
83
31
0
20 Mar 2025
ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos
Haolin Yang
Feilong Tang
Ming Hu
Yulong Li
Junjie Guo
Yexin Liu
Zelin Peng
Junjun He
Zongyuan Ge
VGen
DiffM
98
1
0
20 Mar 2025
SuperBPE: Space Travel for Language Models
Alisa Liu
J. Hayase
Valentin Hofmann
Sewoong Oh
Noah A. Smith
Yejin Choi
48
3
0
17 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
Yue Wang
Shengqiong Wu
Yuyao Zhang
William Yang Wang
Ziwei Liu
Jiebo Luo
Hao Fei
LRM
92
9
0
16 Mar 2025
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