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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 / 919 papers shown
Title
Language Agents as Optimizable Graphs
Language Agents as Optimizable Graphs
Mingchen Zhuge
Wenyi Wang
Louis Kirsch
Francesco Faccio
Dmitrii Khizbullin
Jürgen Schmidhuber
LLMAG
103
22
0
26 Feb 2024
Fine-Grained Self-Endorsement Improves Factuality and Reasoning
Fine-Grained Self-Endorsement Improves Factuality and Reasoning
Ante Wang
Linfeng Song
Baolin Peng
Ye Tian
Lifeng Jin
Haitao Mi
Jinsong Su
Dong Yu
HILMLRM
66
7
0
23 Feb 2024
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models
Guanming Xiong
Junwei Bao
Wen Zhao
KELM
146
13
0
23 Feb 2024
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large
  Vision-Language Models
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models
Xueliang Zhao
Xinting Huang
Tingchen Fu
Qintong Li
Shansan Gong
Lemao Liu
Wei Bi
Lingpeng Kong
LRM
77
1
0
21 Feb 2024
Soft Self-Consistency Improves Language Model Agents
Soft Self-Consistency Improves Language Model Agents
Han Wang
Archiki Prasad
Elias Stengel-Eskin
Mohit Bansal
LLMAG
142
11
0
20 Feb 2024
Roadmap on Incentive Compatibility for AI Alignment and Governance in Sociotechnical Systems
Roadmap on Incentive Compatibility for AI Alignment and Governance in Sociotechnical Systems
Zhaowei Zhang
Fengshuo Bai
Mingzhi Wang
Haoyang Ye
Chengdong Ma
Yaodong Yang
77
6
0
20 Feb 2024
FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning
FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning
Xiao Li
Bolin Zhu
Kaiwen Shi
Sichen Liu
Yin Zhu
Yiwei Liu
Gong Cheng
AIMat
90
1
0
20 Feb 2024
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion
Yanzhen Shen
Yu Zhang
Yunyi Zhang
Jiawei Han
122
10
0
20 Feb 2024
GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via
  Game-Theoretic Evaluations
GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations
Jinhao Duan
Renming Zhang
James Diffenderfer
B. Kailkhura
Lichao Sun
Elias Stengel-Eskin
Mohit Bansal
Tianlong Chen
Kaidi Xu
ELMLRM
108
67
0
19 Feb 2024
AFaCTA: Assisting the Annotation of Factual Claim Detection with
  Reliable LLM Annotators
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators
Jingwei Ni
Minjing Shi
Dominik Stammbach
Mrinmaya Sachan
Elliott Ash
Markus Leippold
HILM
87
14
0
16 Feb 2024
Retrieve Only When It Needs: Adaptive Retrieval Augmentation for
  Hallucination Mitigation in Large Language Models
Retrieve Only When It Needs: Adaptive Retrieval Augmentation for Hallucination Mitigation in Large Language Models
Hanxing Ding
Liang Pang
Zihao Wei
Huawei Shen
Xueqi Cheng
HILMRALM
144
18
0
16 Feb 2024
Can We Verify Step by Step for Incorrect Answer Detection?
Can We Verify Step by Step for Incorrect Answer Detection?
Xin Xu
Shizhe Diao
Can Yang
Yang Wang
LRM
330
15
0
16 Feb 2024
Inference to the Best Explanation in Large Language Models
Inference to the Best Explanation in Large Language Models
Dhairya Dalal
Marco Valentino
André Freitas
Paul Buitelaar
LRMELM
98
3
0
16 Feb 2024
Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering
Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering
Jiaxiang Liu
Tong Zhou
Yubo Chen
Kang Liu
Jun Zhao
KELM
132
3
0
15 Feb 2024
AQA-Bench: An Interactive Benchmark for Evaluating LLMs' Sequential Reasoning Ability
AQA-Bench: An Interactive Benchmark for Evaluating LLMs' Sequential Reasoning Ability
Siwei Yang
Bingchen Zhao
Cihang Xie
LRM
59
6
0
14 Feb 2024
Exploring Group and Symmetry Principles in Large Language Models
Exploring Group and Symmetry Principles in Large Language Models
Shima Imani
Hamid Palangi
LRM
56
1
0
09 Feb 2024
LLM Multi-Agent Systems: Challenges and Open Problems
LLM Multi-Agent Systems: Challenges and Open Problems
Shanshan Han
Qifan Zhang
Yuhang Yao
Weizhao Jin
Zhaozhuo Xu
LLMAG
95
48
0
05 Feb 2024
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications
Pranab Sahoo
Ayush Kumar Singh
Sriparna Saha
Vinija Jain
S. Mondal
Aman Chadha
176
341
0
05 Feb 2024
Data Poisoning for In-context Learning
Data Poisoning for In-context Learning
Pengfei He
Han Xu
Yue Xing
Hui Liu
Makoto Yamada
Jiliang Tang
SILMAAML
100
13
0
03 Feb 2024
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for
  Verifiers of Reasoning Chains
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains
Alon Jacovi
Yonatan Bitton
Bernd Bohnet
Jonathan Herzig
Or Honovich
Michael Tseng
Michael Collins
Roee Aharoni
Mor Geva
LRM
131
27
0
01 Feb 2024
Efficient Tool Use with Chain-of-Abstraction Reasoning
Efficient Tool Use with Chain-of-Abstraction Reasoning
Silin Gao
Jane Dwivedi-Yu
Ping Yu
X. Tan
Ramakanth Pasunuru
O. Yu. Golovneva
Koustuv Sinha
Asli Celikyilmaz
Antoine Bosselut
Tianlu Wang
LRM
112
22
0
30 Jan 2024
GuReT: Distinguishing Guilt and Regret related Text
GuReT: Distinguishing Guilt and Regret related Text
S. Butt
F. Balouchzahi
Abdul Gafar Manuel Meque
Maaz Amjad
Hector G. Ceballos Cancino
Grigori Sidorov
Alexander Gelbukh
42
0
0
29 Jan 2024
YODA: Teacher-Student Progressive Learning for Language Models
YODA: Teacher-Student Progressive Learning for Language Models
Jianqiao Lu
Wanjun Zhong
Yufei Wang
Zhijiang Guo
Qi Zhu
...
Baojun Wang
Yasheng Wang
Lifeng Shang
Xin Jiang
Qun Liu
LRM
104
7
0
28 Jan 2024
Demystifying Chains, Trees, and Graphs of Thoughts
Demystifying Chains, Trees, and Graphs of Thoughts
Maciej Besta
Florim Memedi
Zhenyu Zhang
Robert Gerstenberger
Guangyuan Piao
...
Aleš Kubíček
H. Niewiadomski
Aidan O'Mahony
Onur Mutlu
Torsten Hoefler
AI4CELRM
368
33
0
25 Jan 2024
Enhancing Large Language Models for Clinical Decision Support by
  Incorporating Clinical Practice Guidelines
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines
David Oniani
Xizhi Wu
Shyam Visweswaran
S. Kapoor
Shravan Kooragayalu
Katelyn Polanska
Yanshan Wang
LM&MAELMAI4MH
54
12
0
20 Jan 2024
Next-Generation Simulation Illuminates Scientific Problems of Organised
  Complexity
Next-Generation Simulation Illuminates Scientific Problems of Organised Complexity
Cheng Wang
Chuwen Wang
Wang Zhang
Shirong Zeng
Yu Zhao
Ronghui Ning
Changjun Jiang
110
1
0
18 Jan 2024
Augmenting Math Word Problems via Iterative Question Composing
Augmenting Math Word Problems via Iterative Question Composing
Haoxiong Liu
Yifan Zhang
Yifan Luo
Andrew Chi-Chih Yao
SyDaLRM
151
46
0
17 Jan 2024
MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible
  Pipeline
MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline
Minpeng Liao
Wei Luo
Chengxi Li
Jing Wu
Kai Fan
LRM
117
48
0
16 Jan 2024
CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs'
  Mathematical Reasoning Capabilities
CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities
Yujun Mao
Yoon Kim
Yilun Zhou
LRMReLM
77
22
0
13 Jan 2024
Knowledge-Centric Templatic Views of Documents
Knowledge-Centric Templatic Views of Documents
Isabel Cachola
Silviu Cucerzan
Allen Herring
Vuksan Mijovic
Erik Oveson
S. Jauhar
82
2
0
13 Jan 2024
The Butterfly Effect of Altering Prompts: How Small Changes and
  Jailbreaks Affect Large Language Model Performance
The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance
A. Salinas
Fred Morstatter
93
55
0
08 Jan 2024
DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and
  Improvement of Large Language Models
DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models
Wendi Cui
Jiaxin Zhang
Zhuohang Li
Lopez Damien
Kamalika Das
Bradley Malin
Kumar Sricharan
67
2
0
04 Jan 2024
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence?
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence?
Fuheng Zhao
Lawrence Lim
Ishtiyaque Ahmad
D. Agrawal
A. El Abbadi
Amr El Abbadi
119
13
0
16 Dec 2023
Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning
Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning
Xijie Huang
Li Lyna Zhang
Kwang-Ting Cheng
Fan Yang
Mao Yang
LRMReLM
94
13
0
14 Dec 2023
VRPTEST: Evaluating Visual Referring Prompting in Large Multimodal
  Models
VRPTEST: Evaluating Visual Referring Prompting in Large Multimodal Models
Zongjie Li
Chaozheng Wang
Chaowei Liu
Pingchuan Ma
Daoyuan Wu
Shuai Wang
Cuiyun Gao
VLM
79
6
0
07 Dec 2023
Methods to Estimate Large Language Model Confidence
Methods to Estimate Large Language Model Confidence
Maia Kotelanski
Robert Gallo
Ashwin Nayak
Thomas Savage
LM&MA
103
6
0
28 Nov 2023
Probabilistic Tree-of-thought Reasoning for Answering
  Knowledge-intensive Complex Questions
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions
S. Cao
Jiajie Zhang
Jiaxin Shi
Xin Lv
Zijun Yao
Qingwen Tian
Juanzi Li
Lei Hou
LRM
91
19
0
23 Nov 2023
AlignedCoT: Prompting Large Language Models via Native-Speaking
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AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations
Zhicheng YANG
Yinya Huang
Jing Xiong
Liang Feng
Xiaodan Liang
Yiwei Wang
Jing Tang
LRM
87
2
0
22 Nov 2023
Large Language Model as a Policy Teacher for Training Reinforcement
  Learning Agents
Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents
Zihao Zhou
Bin-Bin Hu
Chenyang Zhao
Pu Zhang
Bin Liu
LLMAG
120
16
0
22 Nov 2023
From Classification to Clinical Insights: Towards Analyzing and
  Reasoning About Mobile and Behavioral Health Data With Large Language Models
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models
Zachary Englhardt
Chengqian Ma
Margaret E. Morris
X. Xu
Chun-Cheng Chang
Lianhui Qin
Daniel J. McDuff
Xin Liu
Shwetak N. Patel
Vikram Iyer
AI4MH
133
14
0
21 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From
  Chain-of-Thought Reasoning to Language Agents
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents
Zhuosheng Zhang
Yao Yao
Aston Zhang
Xiangru Tang
Xinbei Ma
...
Yiming Wang
Mark B. Gerstein
Rui Wang
Gongshen Liu
Hai Zhao
LLMAGLM&RoLRM
151
61
0
20 Nov 2023
Think Twice: Perspective-Taking Improves Large Language Models'
  Theory-of-Mind Capabilities
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Alex Wilf
Sihyun Shawn Lee
Paul Pu Liang
Louis-Philippe Morency
LRM
105
47
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16 Nov 2023
MedAgents: Large Language Models as Collaborators for Zero-shot Medical
  Reasoning
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Xiangru Tang
Anni Zou
Zhuosheng Zhang
Ziming Li
Yilun Zhao
Xingyao Zhang
Arman Cohan
Mark B. Gerstein
LRMLM&MA
159
172
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Graph Elicitation for Guiding Multi-Step Reasoning in Large Language
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Jinyoung Park
Ameen Patel
Omar Zia Khan
Hyunwoo J. Kim
Jooyeon Kim
KELMLRMReLM
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On Evaluating the Integration of Reasoning and Action in LLM Agents with
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On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering
Linyong Nan
Ellen Zhang
Weijin Zou
Yilun Zhao
Wenfei Zhou
Arman Cohan
LLMAG
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Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness
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Ashim Gupta
Rishanth Rajendhran
Nathan Stringham
Vivek Srikumar
Ana Marasović
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Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations
Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations
Wenjie Mo
Lyne Tchapmi
Qin Liu
Jiong Wang
Jun Yan
Chaowei Xiao
Muhao Chen
Muhao Chen
AAML
146
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Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs
Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs
Sen Yang
Xin Li
Leyang Cui
Li Bing
Wai Lam
LRMNAI
113
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Ever: Mitigating Hallucination in Large Language Models through
  Real-Time Verification and Rectification
Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and Rectification
Haoqiang Kang
Juntong Ni
Huaxiu Yao
HILMLRM
111
37
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Towards A Unified View of Answer Calibration for Multi-Step Reasoning
Towards A Unified View of Answer Calibration for Multi-Step Reasoning
Shumin Deng
Ningyu Zhang
Nay Oo
Bryan Hooi
LRM
89
3
0
15 Nov 2023
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