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Self-Consistency Improves Chain of Thought Reasoning in Language Models
v1v2v3v4 (latest)

Self-Consistency Improves Chain of Thought Reasoning in Language Models

21 March 2022
Xuezhi Wang
Jason W. Wei
Dale Schuurmans
Quoc Le
Ed H. Chi
Sharan Narang
Aakanksha Chowdhery
Denny Zhou
    ReLMBDLLRMAI4CE
ArXiv (abs)PDFHTML

Papers citing "Self-Consistency Improves Chain of Thought Reasoning in Language Models"

50 / 908 papers shown
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Yingbo Zhou
Semih Yavuz
Caiming Xiong
Heng Ji
Shafiq Joty
77
0
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Towards conversational assistants for health applications: using ChatGPT to generate conversations about heart failure
Towards conversational assistants for health applications: using ChatGPT to generate conversations about heart failure
Anuja Tayal
Devika Salunke
Barbara Di Eugenio
Paula Allen-Meares
Eulalia P Abril
Olga Garcia-Bedoya
Carolyn Dickens
Andrew D. Boyd
LM&MAAI4MH
74
0
0
06 May 2025
Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering
Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering
Jihao Zhao
Chunlai Zhou
Biao Qin
115
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0
05 May 2025
Recursive Decomposition with Dependencies for Generic Divide-and-Conquer Reasoning
Recursive Decomposition with Dependencies for Generic Divide-and-Conquer Reasoning
Sergio Hernández-Gutiérrez
Minttu Alakuijala
Alexander Nikitin
Pekka Marttinen
LRM
110
2
0
05 May 2025
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery
Yoel Zimmermann
Adib Bazgir
Alexander H Al-Feghali
Mehrad Ansari
L. C. Brinson
...
Shang Zhu
Jan Janssen
Calvin Li
Ian Foster
Ben Blaiszik
167
1
0
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FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models
FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models
Zhouliang Yu
Ruotian Peng
Keyi Ding
Yiming Li
Zhongyuan Peng
...
Huajian Xin
Wenjie Huang
Yandong Wen
Ge Zhang
Weiyang Liu
LRM
379
2
0
05 May 2025
Multi-agents based User Values Mining for Recommendation
Multi-agents based User Values Mining for Recommendation
Lawrence Yunliang Chen
Wei Yuan
Tong Chen
Xiangyu Zhao
Nguyen Quoc Viet Hung
Hongzhi Yin
OffRL
131
0
0
02 May 2025
On the generalization of language models from in-context learning and finetuning: a controlled study
On the generalization of language models from in-context learning and finetuning: a controlled study
Andrew Kyle Lampinen
Arslan Chaudhry
Stephanie Chan
Cody Wild
Diane Wan
Alex Ku
Jorg Bornschein
Razvan Pascanu
Murray Shanahan
James L. McClelland
175
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Visual Test-time Scaling for GUI Agent Grounding
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Tiange Luo
Lajanugen Logeswaran
Justin Johnson
Honglak Lee
111
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0
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SmallPlan: Leverage Small Language Models for Sequential Path Planning with Simulation-Powered, LLM-Guided Distillation
SmallPlan: Leverage Small Language Models for Sequential Path Planning with Simulation-Powered, LLM-Guided Distillation
Quang P.M. Pham
Khoi T.N. Nguyen
Nhi H. Doan
Cuong Pham
Kentaro Inui
Dezhen Song
319
0
0
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When Reasoning Beats Scale: A 1.5B Reasoning Model Outranks 13B LLMs as Discriminator
When Reasoning Beats Scale: A 1.5B Reasoning Model Outranks 13B LLMs as Discriminator
Md Fahim Anjum
LRM
130
0
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Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models
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Panjia Qiu
Chong Chen
Jiadong Wang
Zheming Yang
Jian Xu
Minghui Qiu
OffRLLRM
212
8
0
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ShorterBetter: Guiding Reasoning Models to Find Optimal Inference Length for Efficient Reasoning
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Jingyang Yi
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ReLMOODDLRM
430
8
0
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Accurate and Diverse LLM Mathematical Reasoning via Automated PRM-Guided GFlowNets
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Adam Younsi
Abdalgader Abubaker
M. Seddik
Hakim Hacid
Salem Lahlou
LRM
237
1
0
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BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text
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Jiageng Wu
Bowen Gu
Ren Zhou
Kevin Xie
Doug Snyder
...
Siyang Song
Jonathan H. Chen
Santiago Romero-Brufau
K. J. Lin
Jie Yang
LM&MAELM
193
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Dylan Bouchard
Mohit Singh Chauhan
HILM
153
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SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
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Jiaqi Chen
Bang Zhang
Ruotian Ma
Peisong Wang
Xiaodan Liang
Zhaopeng Tu
Xuzhao Li
Kwan-Yee K. Wong
LLMAGReLMLRM
158
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Haoyuan Shi
Rongwu Xu
Wei Xu
133
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171
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Process Reward Models That Think
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OffRLALMLRM
143
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PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Shi Qiu
Shaoyang Guo
Zhuo-Yang Song
Yizhou Sun
Zeyu Cai
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Ming-xing Luo
Muhan Zhang
Yaodong Yang
Muhan Zhang
Hua Xing Zhu
AIMatLRM
132
9
0
22 Apr 2025
TTRL: Test-Time Reinforcement Learning
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Yuxin Zuo
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Li Sheng
Li Sheng
Xuekai Zhu
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Youbang Sun
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Lifan Yuan
Ning Ding
Bowen Zhou
OffRL
419
31
0
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Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators
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Yilun Zhou
Austin Xu
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Shafiq Joty
ELMALMLRM
174
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HILMRALM
126
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181
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Efficient Reasoning Models: A Survey
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Xinchao Wang
ReLMLRM
422
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ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search
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78
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Offline Learning and Forgetting for Reasoning with Large Language Models
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476
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MoMeLRM
117
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