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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
Title
Revisiting Prompt Engineering via Declarative Crowdsourcing
Revisiting Prompt Engineering via Declarative Crowdsourcing
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Shreya Shankar
Parth Asawa
Naman Jain
Yujie Wang
79
21
0
07 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional
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Teaching Smaller Language Models To Generalise To Unseen Compositional Questions
Tim Hartill
N. Tan
Michael Witbrock
Patricia J. Riddle
ReLMKELMLRM
86
2
0
02 Aug 2023
Testing the Depth of ChatGPT's Comprehension via Cross-Modal Tasks Based
  on ASCII-Art: GPT3.5's Abilities in Regard to Recognizing and Generating
  ASCII-Art Are Not Totally Lacking
Testing the Depth of ChatGPT's Comprehension via Cross-Modal Tasks Based on ASCII-Art: GPT3.5's Abilities in Regard to Recognizing and Generating ASCII-Art Are Not Totally Lacking
David Bayani
MLLM
77
6
0
28 Jul 2023
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot
  Classification
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification
Neel Guha
Mayee F. Chen
Kush S. Bhatia
Azalia Mirhoseini
Frederic Sala
Christopher Ré
78
4
0
20 Jul 2023
Code Detection for Hardware Acceleration Using Large Language Models
Code Detection for Hardware Acceleration Using Large Language Models
Pablo Antonio Martínez
Gregorio Bernabé
J. M. García
42
2
0
19 Jul 2023
Do Models Explain Themselves? Counterfactual Simulatability of Natural
  Language Explanations
Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations
Yanda Chen
Ruiqi Zhong
Narutatsu Ri
Chen Zhao
He He
Jacob Steinhardt
Zhou Yu
Kathleen McKeown
LRM
98
55
0
17 Jul 2023
Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM
  Decoding
Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding
Seongjun Yang
Gibbeum Lee
Jaewoong Cho
Dimitris Papailiopoulos
Kangwook Lee
93
38
0
12 Jul 2023
Lightweight reranking for language model generations
Lightweight reranking for language model generations
Siddhartha Jain
Xiaofei Ma
Anoop Deoras
Bing Xiang
73
4
0
11 Jul 2023
Explaining Competitive-Level Programming Solutions using LLMs
Explaining Competitive-Level Programming Solutions using LLMs
Jierui Li
Szymon Tworkowski
Yingying Wu
Raymond J. Mooney
LRM
80
17
0
11 Jul 2023
Exploring and Characterizing Large Language Models For Embedded System
  Development and Debugging
Exploring and Characterizing Large Language Models For Embedded System Development and Debugging
Zachary Englhardt
Rong-Hua Li
Dilini Nissanka
Zhihan Zhang
Girish Narayanswamy
Joseph Breda
Xin Liu
Shwetak N. Patel
Vikram Iyer
89
20
0
07 Jul 2023
Scaling In-Context Demonstrations with Structured Attention
Scaling In-Context Demonstrations with Structured Attention
Tianle Cai
Kaixuan Huang
Jason D. Lee
Mengdi Wang
LRM
80
8
0
05 Jul 2023
External Reasoning: Towards Multi-Large-Language-Models Interchangeable
  Assistance with Human Feedback
External Reasoning: Towards Multi-Large-Language-Models Interchangeable Assistance with Human Feedback
Akide Liu
KELMLRM
49
1
0
05 Jul 2023
Recommender Systems in the Era of Large Language Models (LLMs)
Recommender Systems in the Era of Large Language Models (LLMs)
Zihuai Zhao
Wenqi Fan
Jiatong Li
Yunqing Liu
Xiaowei Mei
...
Zhen Wen
Fei Wang
Xiangyu Zhao
Jiliang Tang
Qing Li
KELM
171
348
0
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PatternGPT :A Pattern-Driven Framework for Large Language Model Text
  Generation
PatternGPT :A Pattern-Driven Framework for Large Language Model Text Generation
Le Xiao
Xin Shan
70
7
0
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InstructEval: Systematic Evaluation of Instruction Selection Methods
InstructEval: Systematic Evaluation of Instruction Selection Methods
Anirudh Ajith
Chris Pan
Mengzhou Xia
Ameet Deshpande
Karthik Narasimhan
ELM
85
16
0
01 Jul 2023
Pareto Optimal Learning for Estimating Large Language Model Errors
Pareto Optimal Learning for Estimating Large Language Model Errors
Theodore Zhao
Mu-Hsin Wei
J. S. Preston
Hoifung Poon
110
7
0
28 Jun 2023
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for
  Multi-task Mathematical Problem Solving
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving
Wayne Xin Zhao
Kun Zhou
Beichen Zhang
Zheng Gong
Zhipeng Chen
...
Ji-Rong Wen
Jing Sha
Shijin Wang
Cong Liu
Guoping Hu
MoELRM
118
5
0
19 Jun 2023
Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering
Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering
Rabiul Awal
Le Zhang
Aishwarya Agrawal
LRM
144
13
0
16 Jun 2023
Large Language Models Are Semi-Parametric Reinforcement Learning Agents
Large Language Models Are Semi-Parametric Reinforcement Learning Agents
Danyang Zhang
Lu Chen
Situo Zhang
Hongshen Xu
Zihan Zhao
Kai Yu
LM&RoKELMLLMAG
83
25
0
09 Jun 2023
Deductive Verification of Chain-of-Thought Reasoning
Deductive Verification of Chain-of-Thought Reasoning
Z. Ling
Yunhao Fang
Xuanlin Li
Zhiao Huang
Mingu Lee
Roland Memisevic
Hao Su
ReLMLRM
113
136
0
06 Jun 2023
MathChat: Converse to Tackle Challenging Math Problems with LLM Agents
MathChat: Converse to Tackle Challenging Math Problems with LLM Agents
Yiran Wu
Feiran Jia
Shaokun Zhang
Han-Tai Li
Erkang Zhu
Yue Wang
Y. Lee
Richard Peng
Qingyun Wu
Chi Wang
LLMAG
104
54
0
02 Jun 2023
Chain-Of-Thought Prompting Under Streaming Batch: A Case Study
Chain-Of-Thought Prompting Under Streaming Batch: A Case Study
Yuxin Tang
LRM
65
2
0
01 Jun 2023
Let's Verify Step by Step
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
ALMOffRLLRM
242
1,241
0
31 May 2023
Do Large Language Models Know What They Don't Know?
Do Large Language Models Know What They Don't Know?
Zhangyue Yin
Qiushi Sun
Qipeng Guo
Jiawen Wu
Xipeng Qiu
Xuanjing Huang
ELMAI4MH
96
164
0
29 May 2023
A Knowledge Engineering Primer
A Knowledge Engineering Primer
Agnieszka Lawrynowicz
90
0
0
26 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation,
  Detection and Mitigation
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation
Niels Mündler
Jingxuan He
Slobodan Jenko
Martin Vechev
HILM
70
119
0
25 May 2023
Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For
  Large Language Models
Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models
Daman Arora
H. Singh
Mausam
ELMLRM
134
55
0
24 May 2023
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event
  Extraction
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction
Erica Cai
Brendan O'Connor
62
3
0
24 May 2023
Reasoning with Language Model is Planning with World Model
Reasoning with Language Model is Planning with World Model
Shibo Hao
Yi Gu
Haodi Ma
Joshua Jiahua Hong
Zhen Wang
D. Wang
Zhiting Hu
ReLMLRMLLMAG
170
604
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Investigating Table-to-Text Generation Capabilities of LLMs in
  Real-World Information Seeking Scenarios
Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios
Yilun Zhao
Haowei Zhang
Shengyun Si
Linyong Nan
Xiangru Tang
Arman Cohan
LMTD
106
12
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24 May 2023
Universal Self-Adaptive Prompting
Universal Self-Adaptive Prompting
Xingchen Wan
Ruoxi Sun
Hootan Nakhost
H. Dai
Julian Martin Eisenschlos
Sercan O. Arik
Tomas Pfister
LRM
110
12
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Large Language Models are In-Context Semantic Reasoners rather than
  Symbolic Reasoners
Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners
Xiaojuan Tang
Zilong Zheng
Jiaqi Li
Fanxu Meng
Song-Chun Zhu
Yitao Liang
Muhan Zhang
ReLMLRM
86
62
0
24 May 2023
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models
Haoxuan You
Rui Sun
Zhecan Wang
Long Chen
Gengyu Wang
Hammad A. Ayyubi
Kai-Wei Chang
Shih-Fu Chang
VLMMLLMLRM
150
44
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MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties
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MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
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Nico Daheim
Sankalan Pal Chowdhury
Tanmay Sinha
Manu Kapur
Iryna Gurevych
Mrinmaya Sachan
LRM
125
68
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23 May 2023
Exploring Contrast Consistency of Open-Domain Question Answering Systems
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Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions
Zhihan Zhang
Wenhao Yu
Zheng Ning
Mingxuan Ju
Meng Jiang
72
4
0
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Better Zero-Shot Reasoning with Self-Adaptive Prompting
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Xingchen Wan
Ruoxi Sun
H. Dai
Sercan O. Arik
Tomas Pfister
ReLMOffRLLRM
86
54
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OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities
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Tao Xie
Mingxiong Lin
Wen-Ke Wei
Chenglin Li
Beibei Kong
Lei Chen
Chengxiang Zhuo
Bo Hu
Zang Li
RALMLLMAGLRM
82
6
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Small Language Models Improve Giants by Rewriting Their Outputs
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Arthur Bravzinskas
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BDLLRM
94
16
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Element-aware Summarization with Large Language Models: Expert-aligned
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Rui Wang
117
88
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LM vs LM: Detecting Factual Errors via Cross Examination
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May Hamri
Mor Geva
Amir Globerson
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144
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TheoremQA: A Theorem-driven Question Answering dataset
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Wenhu Chen
Ming Yin
Max Ku
Pan Lu
Yixin Wan
Xueguang Ma
Jianyu Xu
Xinyi Wang
Tony Xia
AIMat
131
140
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CRITIC: Large Language Models Can Self-Correct with Tool-Interactive
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CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
Zhibin Gou
Zhihong Shao
Yeyun Gong
Yelong Shen
Yujiu Yang
Nan Duan
Weizhu Chen
KELMLRM
148
398
0
19 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through
  the Lens of Verification and Validation
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation
Xiaowei Huang
Wenjie Ruan
Wei Huang
Gao Jin
Yizhen Dong
...
Sihao Wu
Peipei Xu
Dengyu Wu
André Freitas
Mustafa A. Mustafa
ALM
132
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ZARA: Improving Few-Shot Self-Rationalization for Small Language Models
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Wei-Lin Chen
An-Zi Yen
Cheng-Kuang Wu
Hen-Hsen Huang
Hsin-Hsi Chen
ReLMLRM
52
11
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Distilling Script Knowledge from Large Language Models for Constrained
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Jiangjie Chen
Ziquan Fu
Xuyang Ge
Soham Shah
C. R. Jankowski
Yanghua Xiao
Deqing Yang
92
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Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning
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Lei Wang
Wanyu Xu
Yihuai Lan
Zhiqiang Hu
Yunshi Lan
Roy Ka-wei Lee
Ee-Peng Lim
ReLMLRM
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Towards Applying Powerful Large AI Models in Classroom Teaching:
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Lokesh Nagalapatti
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Prompt Engineering for Healthcare: Methodologies and Applications
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Enze Shi
Sigang Yu
Zihao Wu
Chong Ma
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Dajiang Zhu
Yixuan Yuan
Dinggang Shen
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Shu Zhang
LM&MA
131
115
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