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Automatic Chain of Thought Prompting in Large Language Models

Automatic Chain of Thought Prompting in Large Language Models

International Conference on Learning Representations (ICLR), 2022
7 October 2022
Zhuosheng Zhang
Aston Zhang
Mu Li
Alexander J. Smola
    ReLMLRM
ArXiv (abs)PDFHTMLHuggingFace (2 upvotes)Github (1836★)

Papers citing "Automatic Chain of Thought Prompting in Large Language Models"

50 / 494 papers shown
Empower Nested Boolean Logic via Self-Supervised Curriculum Learning
Empower Nested Boolean Logic via Self-Supervised Curriculum LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hongqiu Wu
Linfeng Liu
Haizhen Zhao
Min Zhang
LRMAI4CENAIELM
236
8
0
09 Oct 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A
  Forest of Evidence
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of EvidenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zhihua Wen
Zhiliang Tian
Wei Wu
Yuxin Yang
Yanqi Shi
Zhen Huang
Dongsheng Li
RALM
323
19
0
09 Oct 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models
Self-Knowledge Guided Retrieval Augmentation for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yile Wang
Peng Li
Maosong Sun
Yang Liu
RALMKELM
236
80
0
08 Oct 2023
Towards Better Chain-of-Thought Prompting Strategies: A Survey
Towards Better Chain-of-Thought Prompting Strategies: A Survey
Zihan Yu
Liang He
Zhen Wu
Xinyu Dai
Jiajun Chen
LRM
355
83
0
08 Oct 2023
Resprompt: Residual Connection Prompting Advances Multi-Step Reasoning
  in Large Language Models
Resprompt: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Song Jiang
Zahra Shakeri
Aaron Chan
Maziar Sanjabi
Hamed Firooz
...
Bugra Akyildiz
Luke Huan
Jinchao Li
Qifan Wang
Asli Celikyilmaz
LRMReLM
288
10
0
07 Oct 2023
Label-free Node Classification on Graphs with Large Language Models
  (LLMS)
Label-free Node Classification on Graphs with Large Language Models (LLMS)International Conference on Learning Representations (ICLR), 2023
Zhikai Chen
Haitao Mao
Hongzhi Wen
Haoyu Han
Wei Jin
Haiyang Zhang
Hui Liu
Shucheng Zhou
330
96
0
07 Oct 2023
Thought Propagation: An Analogical Approach to Complex Reasoning with
  Large Language Models
Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023
Junchi Yu
Xiao-Yu Zhang
Rex Ying
LRM
450
39
0
06 Oct 2023
DSPy: Compiling Declarative Language Model Calls into Self-Improving
  Pipelines
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
Omar Khattab
Arnav Singhvi
Paridhi Maheshwari
Zhiyuan Zhang
Keshav Santhanam
...
Thomas T. Joshi
Hanna Moazam
Heather Miller
Matei A. Zaharia
Christopher Potts
RALM
421
494
0
05 Oct 2023
Large Language Models as Analogical Reasoners
Large Language Models as Analogical ReasonersInternational Conference on Learning Representations (ICLR), 2023
Michihiro Yasunaga
Xinyun Chen
Yujia Li
Panupong Pasupat
J. Leskovec
Abigail Z. Jacobs
Ed H. Chi
Denny Zhou
ReLMLRM
295
131
0
03 Oct 2023
Beyond Task Performance: Evaluating and Reducing the Flaws of Large
  Multimodal Models with In-Context Learning
Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context LearningInternational Conference on Learning Representations (ICLR), 2023
Mustafa Shukor
Alexandre Ramé
Corentin Dancette
Matthieu Cord
LRMMLLM
428
26
0
01 Oct 2023
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large
  Language Model Capabilities
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities
Hejia Geng
Boxun Xu
Peng Li
ELMLRMReLM
264
1
0
30 Sep 2023
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model
  Collaboration
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration
Qiushi Sun
Zhangyue Yin
Xiang Li
Zhiyong Wu
Xipeng Qiu
Lingpeng Kong
LRMLLMAG
392
69
0
30 Sep 2023
Investigating the Efficacy of Large Language Models in Reflective
  Assessment Methods through Chain of Thoughts Prompting
Investigating the Efficacy of Large Language Models in Reflective Assessment Methods through Chain of Thoughts PromptingAfrican Conference on Human Computer Interaction (AfriCHI), 2023
Baphumelele Masikisiki
Vukosi Marivate
Y. Hlophe
LRMELM
132
11
0
30 Sep 2023
Feedback-guided Data Synthesis for Imbalanced Classification
Feedback-guided Data Synthesis for Imbalanced Classification
Reyhane Askari Hemmat
Mohammad Pezeshki
Florian Bordes
M. Drozdzal
Adriana Romero Soriano
SyDa
323
31
0
29 Sep 2023
One for All: Towards Training One Graph Model for All Classification
  Tasks
One for All: Towards Training One Graph Model for All Classification TasksInternational Conference on Learning Representations (ICLR), 2023
Hao Liu
Jiarui Feng
Lecheng Kong
Ningyue Liang
Dacheng Tao
Yixin Chen
Muhan Zhang
AI4CE
508
207
0
29 Sep 2023
Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution
Promptbreeder: Self-Referential Self-Improvement Via Prompt EvolutionInternational Conference on Machine Learning (ICML), 2023
Chrisantha Fernando
Dylan Banarse
Henryk Michalewski
Simon Osindero
Tim Rocktaschel
LLMAGReLMLRM
308
335
0
28 Sep 2023
Are Human-generated Demonstrations Necessary for In-context Learning?
Are Human-generated Demonstrations Necessary for In-context Learning?International Conference on Learning Representations (ICLR), 2023
Rui Li
Guoyin Wang
Jiwei Li
LRM
296
15
0
26 Sep 2023
An In-depth Survey of Large Language Model-based Artificial Intelligence
  Agents
An In-depth Survey of Large Language Model-based Artificial Intelligence Agents
Pengyu Zhao
Zijian Jin
Ning Cheng
LLMAG
189
37
0
23 Sep 2023
Self-Explanation Prompting Improves Dialogue Understanding in Large
  Language Models
Self-Explanation Prompting Improves Dialogue Understanding in Large Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2023
Haoyu Gao
Ting-En Lin
Hangyu Li
Min Yang
Yuchuan Wu
Wentao Ma
Yongbin Li
LRM
207
17
0
22 Sep 2023
Furthest Reasoning with Plan Assessment: Stable Reasoning Path with
  Retrieval-Augmented Large Language Models
Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models
Sichen Liu
Zhiling Luo
Gong Cheng
LRM
200
2
0
22 Sep 2023
HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text
  Hybrid Question Answering
HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering
Tongxu Luo
Fangyu Lei
Jiahe Lei
Weihao Liu
Shihu He
Jun Zhao
Kang Liu
154
4
0
22 Sep 2023
You Only Look at Screens: Multimodal Chain-of-Action Agents
You Only Look at Screens: Multimodal Chain-of-Action AgentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Zhuosheng Zhang
Aston Zhang
LLMAGLM&Ro
476
166
0
20 Sep 2023
SCREWS: A Modular Framework for Reasoning with Revisions
SCREWS: A Modular Framework for Reasoning with Revisions
K. Shridhar
Harsh Jhamtani
Hao Fang
Benjamin Van Durme
Jason Eisner
Patrick Xia
KELMLRM
184
18
0
20 Sep 2023
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model
  Pre-trained from Scratch
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from ScratchScience China Information Sciences (Sci China Inf Sci), 2023
Juntao Li
Zecheng Tang
Yuyang Ding
Pinzheng Wang
Pei Guo
...
Wenliang Chen
Guohong Fu
Qiaoming Zhu
Guodong Zhou
Hao Fei
370
8
0
19 Sep 2023
Anchor Points: Benchmarking Models with Much Fewer Examples
Anchor Points: Benchmarking Models with Much Fewer ExamplesConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Rajan Vivek
Kawin Ethayarajh
Diyi Yang
Douwe Kiela
ALM
326
44
0
14 Sep 2023
Query-Dependent Prompt Evaluation and Optimization with Offline Inverse
  RL
Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RLInternational Conference on Learning Representations (ICLR), 2023
Hao Sun
Alihan Huyuk
M. Schaar
OffRLLRM
283
45
0
13 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
241
15
0
01 Sep 2023
WALL-E: Embodied Robotic WAiter Load Lifting with Large Language Model
WALL-E: Embodied Robotic WAiter Load Lifting with Large Language Model
Tianyu Wang
Yifan Li
Haitao Lin
Xiangyang Xue
Yanwei Fu
LM&Ro
260
12
0
30 Aug 2023
Where Would I Go Next? Large Language Models as Human Mobility
  Predictors
Where Would I Go Next? Large Language Models as Human Mobility Predictors
Xinglei Wang
Meng Fang
Zichao Zeng
Tao Cheng
278
101
0
29 Aug 2023
Halo: Estimation and Reduction of Hallucinations in Open-Source Weak
  Large Language Models
Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models
Mohamed S. Elaraby
Mengyin Lu
Jacob Dunn
Xueying Zhang
Yu Wang
Shizhu Liu
Pingchuan Tian
Yuping Wang
Yuxuan Wang
HILM
363
41
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 ModelsInternational Conference on Machine Learning (ICML), 2023
Bilgehan Sel
Ahmad S. Al-Tawaha
Vanshaj Khattar
R. Jia
Ming Jin
LM&RoLRM
365
98
0
20 Aug 2023
ExpeL: LLM Agents Are Experiential Learners
ExpeL: LLM Agents Are Experiential LearnersAAAI Conference on Artificial Intelligence (AAAI), 2023
Andrew Zhao
Daniel Huang
Quentin Xu
Matthieu Lin
Wenshu Fan
Gao Huang
LLMAG
469
345
0
20 Aug 2023
Synergistic Integration of Large Language Models and Cognitive
  Architectures for Robust AI: An Exploratory Analysis
Synergistic Integration of Large Language Models and Cognitive Architectures for Robust AI: An Exploratory Analysis
Oscar J. Romero
John Zimmerman
Aaron Steinfeld
A. Tomasic
LLMAGLM&Ro
239
26
0
18 Aug 2023
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-InstructInternational Conference on Learning Representations (ICLR), 2023
Haipeng Luo
Qingfeng Sun
Can Xu
Lu Wang
Jian-Guang Lou
...
Xiubo Geng
Qingwei Lin
Shifeng Chen
Yansong Tang
Dongmei Zhang
LRMOSLM
800
624
0
18 Aug 2023
CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code
  Generation
CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation
Dong Huang
Qi Bu
Yuhao Qing
Heming Cui
LRM
239
33
0
17 Aug 2023
Boosting Logical Reasoning in Large Language Models through a New
  Framework: The Graph of Thought
Boosting Logical Reasoning in Large Language Models through a New Framework: The Graph of Thought
Bin Lei
Pei-Hung Lin
C. Liao
Caiwen Ding
ReLMELMLRMAI4CE
187
46
0
16 Aug 2023
Forward-Backward Reasoning in Large Language Models for Mathematical
  Verification
Forward-Backward Reasoning in Large Language Models for Mathematical VerificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Weisen Jiang
Han Shi
L. Yu
Zheng Liu
Yu Zhang
Zhenguo Li
James T. Kwok
LRM
483
45
0
15 Aug 2023
Better Zero-Shot Reasoning with Role-Play Prompting
Better Zero-Shot Reasoning with Role-Play PromptingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Aobo Kong
Shiwan Zhao
Hao Chen
Qicheng Li
Yong Qin
Ruiqi Sun
Xiaoxia Zhou
Enzhi Wang
Xiaohang Dong
ReLMLLMAGLRM
234
324
0
15 Aug 2023
Data Race Detection Using Large Language Models
Data Race Detection Using Large Language Models
Le Chen
Xianzhong Ding
M. Emani
T. Vanderbruggen
Pei-Hung Lin
Chunhua Liao
241
24
0
15 Aug 2023
A new solution and concrete implementation steps for Artificial General Intelligence
A new solution and concrete implementation steps for Artificial General Intelligence
Yong-Hua Chen
Ting Zeng
Jun Zhang
204
0
0
12 Aug 2023
Enhancing Network Management Using Code Generated by Large Language
  Models
Enhancing Network Management Using Code Generated by Large Language ModelsACM Workshop on Hot Topics in Networks (HotNets), 2023
Sathiya Kumaran Mani
Yajie Zhou
Kevin Hsieh
Santiago Segarra
Ranveer Chandra
Srikanth Kandula
180
45
0
11 Aug 2023
Metacognitive Prompting Improves Understanding in Large Language Models
Metacognitive Prompting Improves Understanding in Large Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Yuqing Wang
Yun Zhao
ReLMLRM
324
50
0
10 Aug 2023
Analyzing Chain-of-Thought Prompting in Large Language Models via
  Gradient-based Feature Attributions
Analyzing Chain-of-Thought Prompting in Large Language Models via Gradient-based Feature Attributions
Skyler Wu
Eric Meng Shen
Charumathi Badrinath
Jiaqi Ma
Himabindu Lakkaraju
LRM
209
38
0
25 Jul 2023
Fashion Matrix: Editing Photos by Just Talking
Fashion Matrix: Editing Photos by Just Talking
Zheng Chong
Xujie Zhang
Fuwei Zhao
Zhenyu Xie
Xiaodan Liang
DiffM
209
2
0
25 Jul 2023
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model
  on Knowledge Graph
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge GraphInternational Conference on Learning Representations (ICLR), 2023
Jiashuo Sun
Chengjin Xu
Lumingyuan Tang
Saizhuo Wang
Chen Lin
Yeyun Gong
Lionel M. Ni
H. Shum
Jian Guo
LRM
497
184
0
15 Jul 2023
Advancements in Scientific Controllable Text Generation Methods
Advancements in Scientific Controllable Text Generation Methods
Arnav Goel
Medha Hira
Avinash Anand
Siddhesh Bangar
R. Shah
191
7
0
08 Jul 2023
Exploring the Potential of Large Language Models (LLMs) in Learning on
  Graphs
Exploring the Potential of Large Language Models (LLMs) in Learning on GraphsSIGKDD Explorations (SIGKDD Explor.), 2023
Zhikai Chen
Haitao Mao
Hang Li
Wei Jin
Haifang Wen
...
Shuaiqiang Wang
D. Yin
Wenqi Fan
Hui Liu
Shucheng Zhou
AI4CE
597
373
0
07 Jul 2023
Chain of Thought Prompting Elicits Knowledge Augmentation
Chain of Thought Prompting Elicits Knowledge AugmentationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Di Wu
Jing Zhang
Xinmei Huang
LRM
199
46
0
04 Jul 2023
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language
  Models
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yiming Wang
Zhuosheng Zhang
Pei Zhang
Baosong Yang
Rui Wang
ReLMLRM
506
7
0
30 Jun 2023
RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation
  based on Visual Foundation Model
RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation ModelIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Keyan Chen
Chenyang Liu
Hao Chen
Haotian Zhang
Wenyuan Li
Zhengxia Zou
Z. Shi
VLM
392
361
0
28 Jun 2023
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