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

50 / 910 papers shown
Title
Test-time Augmentation for Factual Probing
Test-time Augmentation for Factual Probing
Go Kamoda
Benjamin Heinzerling
Keisuke Sakaguchi
Kentaro Inui
30
1
0
26 Oct 2023
Conditionally Combining Robot Skills using Large Language Models
Conditionally Combining Robot Skills using Large Language Models
K.R. Zentner
Ryan Julian
Brian Ichter
Gaurav Sukhatme
56
1
0
25 Oct 2023
Improving Few-shot Generalization of Safety Classifiers via Data
  Augmented Parameter-Efficient Fine-Tuning
Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning
Ananth Balashankar
Xiao Ma
Aradhana Sinha
Ahmad Beirami
Yao Qin
Jilin Chen
Alex Beutel
71
2
0
25 Oct 2023
Improving Diversity of Demographic Representation in Large Language
  Models via Collective-Critiques and Self-Voting
Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting
Preethi Lahoti
Nicholas Blumm
Xiao Ma
Raghavendra Kotikalapudi
Sahitya Potluri
...
Hansa Srinivasan
Ben Packer
Ahmad Beirami
Alex Beutel
Jilin Chen
112
32
0
25 Oct 2023
LINC: A Neurosymbolic Approach for Logical Reasoning by Combining
  Language Models with First-Order Logic Provers
LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers
Theo X. Olausson
Alex Gu
Benjamin Lipkin
Cedegao E. Zhang
Armando Solar-Lezama
Josh Tenenbaum
Roger Levy
LRMAI4CEReLM
173
119
0
23 Oct 2023
Large Language Models can Share Images, Too!
Large Language Models can Share Images, Too!
Young-Jun Lee
Dokyong Lee
Joo Won Sung
Jonghwan Hyeon
Ho-Jin Choi
MLLM
84
2
0
23 Oct 2023
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author
  Prompt Editing
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
Xinyu Hu
Pengfei Tang
Simiao Zuo
Zihan Wang
Bowen Song
Qiang Lou
Jian Jiao
Denis Xavier Charles
LRM
90
9
0
20 Oct 2023
Tuna: Instruction Tuning using Feedback from Large Language Models
Tuna: Instruction Tuning using Feedback from Large Language Models
Haoran Li
Yiran Liu
Xingxing Zhang
Wei Lu
Furu Wei
ALM
83
3
0
20 Oct 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained
  Language Models
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models
Yilmazcan Ozyurt
Stefan Feuerriegel
Ce Zhang
123
1
0
17 Oct 2023
UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking
UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking
Chuang Li
Yan Zhang
Min-Yen Kan
Haizhou Li
56
1
0
16 Oct 2023
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models
Jirui Qi
Raquel Fernández
Arianna Bisazza
KELMHILM
217
76
0
16 Oct 2023
Configuration Validation with Large Language Models
Configuration Validation with Large Language Models
Xinyu Lian
Yinfang Chen
Runxiang Cheng
Jie Huang
Parth Thakkar
Minjia Zhang
Tianyin Xu
73
11
0
15 Oct 2023
Autonomous Tree-search Ability of Large Language Models
Autonomous Tree-search Ability of Large Language Models
Zheyu Zhang
Zhuorui Ye
Yikang Shen
Chuang Gan
LRM
44
0
0
14 Oct 2023
Table-GPT: Table-tuned GPT for Diverse Table Tasks
Table-GPT: Table-tuned GPT for Diverse Table Tasks
Peng Li
Yeye He
Dror Yashar
Weiwei Cui
Song Ge
Haidong Zhang
D. Fainman
Dongmei Zhang
Surajit Chaudhuri
ALMLMTD
87
82
0
13 Oct 2023
The Consensus Game: Language Model Generation via Equilibrium Search
The Consensus Game: Language Model Generation via Equilibrium Search
Athul Paul Jacob
Songlin Yang
Gabriele Farina
Jacob Andreas
93
23
0
13 Oct 2023
GLoRE: Evaluating Logical Reasoning of Large Language Models
GLoRE: Evaluating Logical Reasoning of Large Language Models
Hanmeng Liu
Zhiyang Teng
Ruoxi Ning
Jian Liu
Qiji Zhou
Yuexin Zhang
Yue Zhang
ReLMELMLRM
164
8
0
13 Oct 2023
Prompting Large Language Models with Chain-of-Thought for Few-Shot
  Knowledge Base Question Generation
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation
Yuanyuan Liang
Jianing Wang
Hanlun Zhu
Lei Wang
Weining Qian
Yunshi Lan
LRMReLM
88
39
0
12 Oct 2023
OpsEval: A Comprehensive IT Operations Benchmark Suite for Large Language Models
OpsEval: A Comprehensive IT Operations Benchmark Suite for Large Language Models
Yuhe Liu
Changhua Pei
Longlong Xu
Bohan Chen
Mingze Sun
...
Gaogang Xie
Xidao Wen
Xiaohui Nie
Minghua Ma
Dan Pei
ELM
56
3
0
11 Oct 2023
GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using
  Large Language Models
GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models
B. Silva
Leonardo Nunes
Roberto Estevão
Vijay Aski
Ranveer Chandra
ELMLM&MA
98
13
0
10 Oct 2023
CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding
CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding
Eslam Mohamed Bakr
Mohamed Ayman
Mahmoud Ahmed
Habib Slim
Mohamed Elhoseiny
LRM
76
12
0
10 Oct 2023
Analysis of the Reasoning with Redundant Information Provided Ability of
  Large Language Models
Analysis of the Reasoning with Redundant Information Provided Ability of Large Language Models
Wenbei Xie
LRM
64
2
0
06 Oct 2023
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical
  Reasoning
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
Ke Wang
Houxing Ren
Aojun Zhou
Zimu Lu
Sichun Luo
Weikang Shi
Renrui Zhang
Linqi Song
Mingjie Zhan
Hongsheng Li
ReLMLRMSyDa
122
106
0
05 Oct 2023
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models
Saaket Agashe
Yue Fan
Anthony Reyna
Xin Eric Wang
LLMAGLRM
162
16
0
05 Oct 2023
Think before you speak: Training Language Models With Pause Tokens
Think before you speak: Training Language Models With Pause Tokens
Sachin Goyal
Ziwei Ji
A. S. Rawat
A. Menon
Sanjiv Kumar
Vaishnavh Nagarajan
LRM
111
122
0
03 Oct 2023
Benchmarking and Improving Generator-Validator Consistency of Language
  Models
Benchmarking and Improving Generator-Validator Consistency of Language Models
Xiang Lisa Li
Vaishnavi Shrivastava
Siyan Li
Tatsunori Hashimoto
Percy Liang
87
31
0
03 Oct 2023
Qwen Technical Report
Qwen Technical Report
Jinze Bai
Shuai Bai
Yunfei Chu
Zeyu Cui
Kai Dang
...
Zhenru Zhang
Chang Zhou
Jingren Zhou
Xiaohuan Zhou
Tianhang Zhu
OSLM
369
1,921
0
28 Sep 2023
Cyber Sentinel: Exploring Conversational Agents in Streamlining Security
  Tasks with GPT-4
Cyber Sentinel: Exploring Conversational Agents in Streamlining Security Tasks with GPT-4
Mehrdad Kaheh
Danial Khosh Kholgh
Panos Kostakos
83
16
0
28 Sep 2023
Knowledgeable In-Context Tuning: Exploring and Exploiting Factual
  Knowledge for In-Context Learning
Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning
Jiadong Wang
Chengyu Wang
Chuanqi Tan
Jun Huang
Ming Gao
KELM
100
6
0
26 Sep 2023
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with
  Large Language Models
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models
Kailai Yang
Tianlin Zhang
Zi-Zhou Kuang
Qianqian Xie
Jimin Huang
Sophia Ananiadou
AI4MH
91
58
0
24 Sep 2023
A Chat About Boring Problems: Studying GPT-based text normalization
A Chat About Boring Problems: Studying GPT-based text normalization
Yang Zhang
Travis M. Bartley
Mariana Graterol-Fuenmayor
Vitaly Lavrukhin
Evelina Bakhturina
Boris Ginsburg
48
6
0
23 Sep 2023
Reranking for Natural Language Generation from Logical Forms: A Study
  based on Large Language Models
Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models
Levon Haroutunian
Zhuang Li
Lucian Galescu
Philip R. Cohen
Raj Tumuluri
Gholamreza Haffari
LRM
85
1
0
21 Sep 2023
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language
  Models
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
L. Yu
Weisen Jiang
Han Shi
Jincheng Yu
Zhengying Liu
Yu Zhang
James T. Kwok
Zheng Li
Adrian Weller
Weiyang Liu
OSLMLRM
122
395
0
21 Sep 2023
EchoPrompt: Instructing the Model to Rephrase Queries for Improved
  In-context Learning
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning
Rajasekhar Reddy Mekala
Yasaman Razeghi
Sameer Singh
LRM
91
11
0
16 Sep 2023
A Data Source for Reasoning Embodied Agents
A Data Source for Reasoning Embodied Agents
Jack Lanchantin
Sainbayar Sukhbaatar
Gabriel Synnaeve
Yuxuan Sun
Kavya Srinet
Arthur Szlam
LM&RoLRM
57
5
0
14 Sep 2023
Tree of Uncertain Thoughts Reasoning for Large Language Models
Tree of Uncertain Thoughts Reasoning for Large Language Models
Shentong Mo
Miao Xin
LRMAI4CE
48
12
0
14 Sep 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction
  Tuning
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning
Xiang Yue
Xingwei Qu
Ge Zhang
Yao Fu
Wenhao Huang
Huan Sun
Yu-Chuan Su
Wenhu Chen
AIMatLRM
195
404
0
11 Sep 2023
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language
  Models
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models
Yangyi Chen
Karan Sikka
Michael Cogswell
Heng Ji
Ajay Divakaran
LRM
99
27
0
08 Sep 2023
Aligning Large Language Models for Clinical Tasks
Aligning Large Language Models for Clinical Tasks
Supun Manathunga
Isuru Hettigoda
LM&MAELMAI4MH
90
11
0
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GPT Can Solve Mathematical Problems Without a Calculator
GPT Can Solve Mathematical Problems Without a Calculator
Zhiyong Yang
Ming Ding
Qingsong Lv
Zhihuan Jiang
Zehai He
Yuyi Guo
Jinfeng Bai
Jie Tang
RALMLRM
114
56
0
06 Sep 2023
Bias Testing and Mitigation in LLM-based Code Generation
Bias Testing and Mitigation in LLM-based Code Generation
Dong Huang
Qingwen Bu
Jie M. Zhang
Xiaofei Xie
Junjie Chen
Heming Cui
125
27
0
03 Sep 2023
No Train Still Gain. Unleash Mathematical Reasoning of Large Language
  Models with Monte Carlo Tree Search Guided by Energy Function
No Train Still Gain. Unleash Mathematical Reasoning of Large Language Models with Monte Carlo Tree Search Guided by Energy Function
Haotian Xu
LRM
90
14
0
01 Sep 2023
BatchPrompt: Accomplish more with less
BatchPrompt: Accomplish more with less
Jianzhe Lin
Maurice Diesendruck
Liang Du
Robin Abraham
LRM
96
10
0
01 Sep 2023
Spoken Language Intelligence of Large Language Models for Language Learning
Spoken Language Intelligence of Large Language Models for Language Learning
Linkai Peng
Baorian Nuchged
Yingming Gao
ELM
132
4
0
28 Aug 2023
Diversity Measures: Domain-Independent Proxies for Failure in Language
  Model Queries
Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries
Noel Ngu
Nathaniel Lee
Paulo Shakarian
78
4
0
22 Aug 2023
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language
  Models
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
Bilgehan Sel
Ahmad S. Al-Tawaha
Vanshaj Khattar
R. Jia
Ming Jin
LM&RoLRM
98
70
0
20 Aug 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models
Graph of Thoughts: Solving Elaborate Problems with Large Language Models
Maciej Besta
Nils Blach
Aleš Kubíček
Robert Gerstenberger
Michal Podstawski
...
Joanna Gajda
Tomasz Lehmann
H. Niewiadomski
Piotr Nyczyk
Torsten Hoefler
LRMAI4CELM&Ro
189
718
0
18 Aug 2023
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct
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Haipeng Luo
Qingfeng Sun
Can Xu
Pu Zhao
Jian-Guang Lou
...
Xiubo Geng
Qingwei Lin
Shifeng Chen
Yansong Tang
Dongmei Zhang
LRMOSLM
303
468
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18 Aug 2023
Semantic Consistency for Assuring Reliability of Large Language Models
Semantic Consistency for Assuring Reliability of Large Language Models
Harsh Raj
Vipul Gupta
Domenic Rosati
S. Majumdar
HILM
174
14
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17 Aug 2023
Teach LLMs to Personalize -- An Approach inspired by Writing Education
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Cheng Li
Mingyang Zhang
Qiaozhu Mei
Yaqing Wang
Spurthi Amba Hombaiah
Yi Liang
Michael Bendersky
AI4Ed
95
41
0
15 Aug 2023
Better Zero-Shot Reasoning with Role-Play Prompting
Better Zero-Shot Reasoning with Role-Play Prompting
Aobo Kong
Shiwan Zhao
Hao Chen
Qicheng Li
Yong Qin
Ruiqi Sun
Xiaoxia Zhou
Enzhi Wang
Xiaohang Dong
ReLMLLMAGLRM
87
178
0
15 Aug 2023
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