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

50 / 908 papers shown
Title
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems
Y. Yang
Huacan Chai
Shuai Shao
Yangqiu Song
Siyuan Qi
Renting Rui
Weinan Zhang
AIFin
130
6
0
01 Apr 2025
Brains vs. Bytes: Evaluating LLM Proficiency in Olympiad Mathematics
Brains vs. Bytes: Evaluating LLM Proficiency in Olympiad Mathematics
Hamed Mahdavi
Alireza Hashemi
Majid Daliri
Pegah Mohammadipour
Alireza Farhadi
Samira Malek
Yekta Yazdanifard
Amir Khasahmadi
V. Honavar
ELMLRM
164
4
0
01 Apr 2025
Improved Visual-Spatial Reasoning via R1-Zero-Like Training
Improved Visual-Spatial Reasoning via R1-Zero-Like Training
Zhenyi Liao
Qingsong Xie
Yanhao Zhang
Zijian Kong
Haonan Lu
Zhenyu Yang
Zhijie Deng
ReLMVLMLRM
197
11
1
01 Apr 2025
DebFlow: Automating Agent Creation via Agent Debate
DebFlow: Automating Agent Creation via Agent Debate
Jinwei Su
Yinghui Xia
Ronghua Shi
Jianhui Wang
Jianuo Huang
Yansen Wang
Tianyu Shi
Yang Jingsong
Lewei He
92
1
0
31 Mar 2025
RuleAgent: Discovering Rules for Recommendation Denoising with Autonomous Language Agents
RuleAgent: Discovering Rules for Recommendation Denoising with Autonomous Language Agents
Zongwei Wang
Min Gao
Junliang Yu
Yupeng Hou
S. Sadiq
Hongzhi Yin
AI4CE
128
0
0
30 Mar 2025
Redefining Evaluation Standards: A Unified Framework for Evaluating the Korean Capabilities of Language Models
Redefining Evaluation Standards: A Unified Framework for Evaluating the Korean Capabilities of Language Models
Hanwool Albert Lee
Dasol Choi
Dasol Choi
Sangwon Baek
Seunghyeok Hong
Guijin Son
Inseon Hwang
Naeun Lee
Seunghyeok Hong
VLM
113
0
0
29 Mar 2025
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation
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
158
10
0
28 Mar 2025
Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models
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
173
6
0
28 Mar 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap
Tong Nie
Jian Sun
Wei Ma
228
4
0
27 Mar 2025
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search
Yunhai Hu
Yilun Zhao
Chen Zhao
Arman Cohan
ReLMLRM
134
1
0
26 Mar 2025
Language Model Uncertainty Quantification with Attention Chain
Language Model Uncertainty Quantification with Attention Chain
Yinghao Li
Rushi Qiang
Lama Moukheiber
Chao Zhang
LRM
95
3
0
24 Mar 2025
ShED-HD: A Shannon Entropy Distribution Framework for Lightweight Hallucination Detection on Edge Devices
ShED-HD: A Shannon Entropy Distribution Framework for Lightweight Hallucination Detection on Edge Devices
Aneesh Vathul
Daniel Lee
Sheryl Chen
Arthi Tasmia
HILM
105
0
0
23 Mar 2025
FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs
FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs
Albert Sawczyn
Jakub Binkowski
Denis Janiak
Bogdan Gabrys
Tomasz Kajdanowicz
HILMLRM
150
0
0
21 Mar 2025
Entropy-based Exploration Conduction for Multi-step Reasoning
Entropy-based Exploration Conduction for Multi-step Reasoning
Jinghan Zhang
Xiting Wang
Fengran Mo
Yeyang Zhou
Wanfu Gao
Kunpeng Liu
LRM
122
5
0
20 Mar 2025
FutureGen: LLM-RAG Approach to Generate the Future Work of Scientific Article
FutureGen: LLM-RAG Approach to Generate the Future Work of Scientific Article
Ibrahim Al Azher
Miftahul Jannat Mokarrama
Zhishuai Guo
Sagnik Ray Choudhury
Hamed Alhoori
LLMAG
106
2
0
20 Mar 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
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
OffRLReLMLRM
206
101
0
20 Mar 2025
SemEval-2025 Task 1: AdMIRe -- Advancing Multimodal Idiomaticity Representation
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Thomas Pickard
Aline Villavicencio
Maggie Mi
Wei He
Dylan Phelps
Carolina Scarton
151
1
0
19 Mar 2025
Neuro Symbolic Knowledge Reasoning for Procedural Video Question Answering
Neuro Symbolic Knowledge Reasoning for Procedural Video Question Answering
Thanh-Son Nguyen
Hong Yang
Tzeh Yuan Neoh
Hao Zhang
Ee Yeo Keat
Basura Fernando
NAI
101
0
0
19 Mar 2025
Tapered Off-Policy REINFORCE: Stable and efficient reinforcement learning for LLMs
Tapered Off-Policy REINFORCE: Stable and efficient reinforcement learning for LLMs
Nicolas Le Roux
Marc G. Bellemare
Jonathan Lebensold
Arnaud Bergeron
Joshua Greaves
Alex Fréchette
Carolyne Pelletier
Eric Thibodeau-Laufer
Sándor Toth
Sam Work
OffRL
179
6
0
18 Mar 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations
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Ziwei Ji
L. Yu
Yeskendir Koishekenov
Yejin Bang
Anthony Hartshorn
Alan Schelten
Cheng Zhang
Pascale Fung
Nicola Cancedda
112
6
0
18 Mar 2025
Enhancing LLM Reasoning with Iterative DPO: A Comprehensive Empirical Investigation
Enhancing LLM Reasoning with Iterative DPO: A Comprehensive Empirical Investigation
Songjun Tu
Jiahao Lin
Xiangyu Tian
Qichao Zhang
Linjing Li
...
Nan Xu
Wei He
Xiangyuan Lan
D. Jiang
Dongbin Zhao
LRM
157
6
0
17 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
Yansen Wang
Shengqiong Wu
Yize Zhang
William Yang Wang
Ziwei Liu
Jiebo Luo
Hao Fei
LRM
215
31
0
16 Mar 2025
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation
Tao Feng
Yihang Sun
Jiaxuan You
163
1
0
16 Mar 2025
Empirical Privacy Variance
Empirical Privacy Variance
Yuzheng Hu
Fan Wu
Ruicheng Xian
Yuhang Liu
Lydia Zakynthinou
Pritish Kamath
Chiyuan Zhang
David A. Forsyth
151
0
0
16 Mar 2025
Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty?
Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty?
Giacomo Camposampiero
Michael Hersche
Roger Wattenhofer
Abu Sebastian
Abbas Rahimi
LRM
111
2
0
14 Mar 2025
Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation
Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation
Bowen Baker
Joost Huizinga
Leo Gao
Zehao Dou
M. Guan
Aleksander Mądry
Wojciech Zaremba
J. Pachocki
David Farhi
LRM
188
38
0
14 Mar 2025
Cognitive-Mental-LLM: Evaluating Reasoning in Large Language Models for Mental Health Prediction via Online Text
Cognitive-Mental-LLM: Evaluating Reasoning in Large Language Models for Mental Health Prediction via Online Text
Avinash Patil
Amardeep Gedhu
AI4MHLRM
135
2
0
13 Mar 2025
"Well, Keep Thinking": Enhancing LLM Reasoning with Adaptive Injection Decoding
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Hyunbin Jin
Je Won Yeom
Seunghyun Bae
Taesup Kim
LRMReLM
74
2
0
13 Mar 2025
ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning
ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning
Bo Liu
Yunxiang Li
Yangqiu Song
Hanjing Wang
Linyi Yang
...
Jun Wang
Jun Wang
Weinan Zhang
Shuyue Hu
Ying Wen
LLMAGKELMLRMAI4CE
132
11
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LocAgent: Graph-Guided LLM Agents for Code Localization
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Zhaoling Chen
Xiangru Tang
Gangda Deng
Fang Wu
Jialong Wu
Zhiwei Jiang
Viktor Prasanna
Arman Cohan
Xingyao Wang
LLMAG
171
7
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ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA
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Zhao Xinjie
Fan Gao
Rui Yang
Yingjian Chen
Yuyang Wang
Ying Zhu
Jiacheng Tang
Irene Li
Y. Matsuo
Irene Li
KELMLRM
110
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MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning
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Xiangru Tang
Daniel Shao
Jiwoong Sohn
Jiapeng Chen
Jiayi Zhang
...
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Chenglin Wu
Wenqi Shi
Arman Cohan
Mark B. Gerstein
AI4MHLRMELMLM&MA
130
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Yuchen Han
Yucheng Wu
Jeffrey Willard
147
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Integrating Chain-of-Thought for Multimodal Alignment: A Study on 3D Vision-Language Learning
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Yanjun Chen
Yirong Sun
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Jian Wang
Xiaoyu Shen
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Wei Zhang
3DVLRM
137
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0
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Haoran Li
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Jingsong Yu
Baoxun Wang
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Shutong Qiao
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Tzu-Heng Lin
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Alex Porcayo
Mariah Barsotti
Anahita Jain
John-Paul Clarke
111
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LLMs Can Generate a Better Answer by Aggregating Their Own Responses
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Xinyu Feng
Yuheng Cai
Zixuan Zhang
Tianyi Liu
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Weizhu Chen
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Tiejun Zhao
LRM
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Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications
Fengqin Zhou
121
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Language Models can Self-Improve at State-Value Estimation for Better Search
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Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction
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LLMAGLRM
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A Survey of Uncertainty Estimation Methods on Large Language Models
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FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving
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Philip S. Yu
150
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