Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models

6 May 2023

Lei Wang

Papers citing "Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models"

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Title
PromptWizard: Task-Aware Agent-driven Prompt Optimization Framework Eshaan Agarwal Vivek Dani T. Ganu A. Nambi LLMAG 26 0 0 28 May 2024
THREAD: Thinking Deeper with Recursive Spawning Philip Schroeder Nathaniel Morgan Hongyin Luo James R. Glass LRM LLMAG ReLM 33 1 0 27 May 2024
Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top Keyuan Cheng Muhammad Asif Ali Shu Yang Gang Lin Yuxuan Zhai Haoyang Fei Ke Xu Lu Yu Lijie Hu Di Wang KELM 32 7 0 24 May 2024
Large Language Models Can Self-Correct with Minimal Effort Zhenyu Wu Qingkai Zeng Zhihan Zhang Zhaoxuan Tan Chao Shen Meng-Long Jiang KELM LRM ReLM 24 3 0 23 May 2024
Can LLMs Solve longer Math Word Problems Better? Xin Xu Tong Xiao Zitong Chao Zhenya Huang Can Yang Yang Wang 67 10 0 23 May 2024
Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities Hao Zhou Chengming Hu Ye Yuan Yufei Cui Yili Jin ... Di Wu Xue Liu Charlie Zhang Xianbin Wang Jiangchuan Liu 30 55 0 17 May 2024
Rethinking ChatGPT's Success: Usability and Cognitive Behaviors Enabled by Auto-regressive LLMs' Prompting Xinzhe Li Ming Liu 29 0 0 17 May 2024
Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents Yue Liu Sin Kit Lo Qinghua Lu Liming Zhu Dehai Zhao Xiwei Xu Stefan Harrer Jon Whittle LLMAG AI4CE 20 10 0 16 May 2024
Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots Chengyue Wu Yixiao Ge Qiushan Guo Jiahao Wang Zhixuan Liang Zeyu Lu Ying Shan Ping Luo MLLM VLM 27 19 0 13 May 2024
Investigating Interaction Modes and User Agency in Human-LLM Collaboration for Domain-Specific Data Analysis Jiajing Guo V. Mohanty Jorge Henrique Piazentin Ono Hongtao Hao Liang Gou Liu Ren 21 11 0 09 May 2024
LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought Zhuoxuan Jiang Haoyuan Peng Shanshan Feng Fan Li Dongsheng Li LRM KELM 35 12 0 09 May 2024
Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems Qihuang Zhong Kang Wang Ziyang Xu Juhua Liu Liang Ding Bo Du LRM AIMat 55 3 0 23 Apr 2024
Auctions with LLM Summaries Kumar Avinava Dubey Zhe Feng Rahul Kidambi Aranyak Mehta Di Wang 16 8 0 11 Apr 2024
WESE: Weak Exploration to Strong Exploitation for LLM Agents Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Defu Lian Yasheng Wang Ruiming Tang Enhong Chen LLMAG 28 1 0 11 Apr 2024
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification Ali Pesaranghader Nikhil Verma Manasa Bharadwaj 39 3 0 03 Apr 2024
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models Hyungjoo Chae Yeonghyeon Kim Seungone Kim Kai Tzu-iunn Ong Beong-woo Kwak ... Seonghwan Kim Taeyoon Kwon Jiwan Chung Youngjae Yu Jinyoung Yeo LRM ReLM 21 13 0 03 Apr 2024
Efficient Prompting Methods for Large Language Models: A Survey Kaiyan Chang Songcheng Xu Chenglong Wang Yingfeng Luo Tong Xiao Jingbo Zhu LRM 30 32 0 01 Apr 2024
Learning to Plan for Language Modeling from Unlabeled Data Nathan Cornille Marie-Francine Moens Florian Mai 30 7 0 31 Mar 2024
Multi-hop Question Answering under Temporal Knowledge Editing Keyuan Cheng Gang Lin Haoyang Fei Yuxuan Zhai Lu Yu Muhammad Asif Ali Lijie Hu Di Wang KELM 19 21 0 30 Mar 2024
An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM Wonkyun Kim Changin Choi Wonseok Lee Wonjong Rhee VLM 43 50 0 27 Mar 2024
Can Language Models Pretend Solvers? Logic Code Simulation with LLMs Minyu Chen Guoqiang Li Ling-I Wu Ruibang Liu Yuxin Su Xi Chang Jianxin Xue LLMAG ELM LRM 21 0 0 24 Mar 2024
AgentGroupChat: An Interactive Group Chat Simulacra For Better Eliciting Emergent Behavior Zhouhong Gu Xiaoxuan Zhu Haoran Guo Lin Zhang Yin Cai ... Yifei Dai Yan Gao Yao Hu Hongwei Feng Yanghua Xiao AI4CE 32 1 0 20 Mar 2024
StateFlow: Enhancing LLM Task-Solving through State-Driven Workflows Yiran Wu Tianwei Yue Shaokun Zhang Chi Wang Qingyun Wu 40 21 0 17 Mar 2024
ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis Yanming Liu Xinyue Peng Tianyu Du Jianwei Yin Weihao Liu Xuhong Zhang LRM 22 16 0 11 Mar 2024
Will GPT-4 Run DOOM? Adrian de Wynter LM&Ro MLLM 22 5 0 08 Mar 2024
All in an Aggregated Image for In-Image Learning Lei Wang Wanyu Xu Zhiqiang Hu Yihuai Lan Shan Dong Hao Wang Roy Ka-Wei Lee Ee-Peng Lim VLM 43 1 0 28 Feb 2024
How Can LLM Guide RL? A Value-Based Approach Shenao Zhang Sirui Zheng Shuqi Ke Zhihan Liu Wanxin Jin Jianbo Yuan Yingxiang Yang Hongxia Yang Zhaoran Wang 16 8 0 25 Feb 2024
Look Before You Leap: Problem Elaboration Prompting Improves Mathematical Reasoning in Large Language Models Haoran Liao Jidong Tian Shaohua Hu Hao He Yaohui Jin ReLM LRM 33 1 0 24 Feb 2024
Puzzle Solving using Reasoning of Large Language Models: A Survey Panagiotis Giadikiaroglou Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou ELM ReLM LRM 11 24 0 17 Feb 2024
LAVE: LLM-Powered Agent Assistance and Language Augmentation for Video Editing Bryan Wang Yuliang Li Zhaoyang Lv Haijun Xia Yan Xu Raj Sodhi 10 39 0 15 Feb 2024
How Secure Are Large Language Models (LLMs) for Navigation in Urban Environments? Congcong Wen Jiazhao Liang Shuaihang Yuan Hao Huang Yi Fang AAML 22 5 0 14 Feb 2024
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement Zhiyong Wu Chengcheng Han Zichen Ding Zhenmin Weng Zhoumianze Liu Shunyu Yao Tao Yu Lingpeng Kong LLMAG LM&Ro 113 83 0 12 Feb 2024
Prompting Fairness: Artificial Intelligence as Game Players Jazmia Henry 15 0 0 08 Feb 2024
Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models Feihu Jin Yifan Liu Ying Tan LRM ReLM LLMAG 12 11 0 08 Feb 2024
The Essential Role of Causality in Foundation World Models for Embodied AI Tarun Gupta Wenbo Gong Chao Ma Nick Pawlowski Agrin Hilmkil ... Jianfeng Gao Stefan Bauer Danica Kragic Bernhard Schölkopf Cheng Zhang 28 15 0 06 Feb 2024
Self-Discover: Large Language Models Self-Compose Reasoning Structures Pei Zhou Jay Pujara Xiang Ren Xinyun Chen Heng-Tze Cheng Quoc V. Le Ed H. Chi Denny Zhou Swaroop Mishra Huaixiu Steven Zheng LRM ReLM 27 48 0 06 Feb 2024
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models Zhiyuan Hu Chumin Liu Xidong Feng Yilun Zhao See-Kiong Ng A. Luu Junxian He Pang Wei Koh Bryan Hooi LRM 48 10 0 05 Feb 2024
Understanding the planning of LLM agents: A survey Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Hao Wang Defu Lian Yasheng Wang Ruiming Tang Enhong Chen LLMAG LM&Ro 19 126 0 05 Feb 2024
RE-GAINS & EnChAnT: Intelligent Tool Manipulation Systems For Enhanced Query Responses Sahil Girhepuje Siva Sankar Sajeev Purvam Jain Arya Sikder Adithya Rama Varma Ryan George Akshay Govind Srinivasan Mahendra Kurup Ashmit Sinha Sudip Mondal RALM 22 0 0 28 Jan 2024
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 AI4CE LRM 63 26 0 25 Jan 2024
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations Qianli Wang Tatiana Anikina Nils Feldhus Josef van Genabith Leonhard Hennig Sebastian Möller ELM LRM 13 6 0 23 Jan 2024
The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large Language Models Kian Ahrabian Zhivar Sourati Kexuan Sun Jiarui Zhang Yifan Jiang Fred Morstatter Jay Pujara LRM 20 9 0 22 Jan 2024
Distilling Mathematical Reasoning Capabilities into Small Language Models Xunyu Zhu Jian Li Yong Liu Can Ma Weiping Wang LRM 29 9 0 22 Jan 2024
Visualization Generation with Large Language Models: An Evaluation Guozheng Li Xinyu Wang Gerile Aodeng Shunyuan Zheng Yu Zhang Chuangxin Ou Song Wang Chi Harold Liu 14 27 0 20 Jan 2024
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends Yunshi Lan Xinyuan Li Hanyue Du Xuesong Lu Ming Gao Weining Qian Aoying Zhou 30 1 0 15 Jan 2024
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers Aleksandar Stanić Sergi Caelles Michael Tschannen LRM VLM 23 9 0 03 Jan 2024
A Simple LLM Framework for Long-Range Video Question-Answering Ce Zhang Taixi Lu Md. Mohaiminul Islam Ziyang Wang Shoubin Yu Mohit Bansal Gedas Bertasius 100 80 0 28 Dec 2023
LARP: Language-Agent Role Play for Open-World Games Ming Yan Ruihao Li Hao Zhang Hao Wang Zhilan Yang Ji Yan LLMAG LM&Ro AI4CE 22 16 0 24 Dec 2023
Semantic Parsing for Complex Data Retrieval: Targeting Query Plans vs. SQL for No-Code Access to Relational Databases Ben Eyal Amir Bachar Ophir Haroche Michael Elhadad 14 0 0 22 Dec 2023
Capture the Flag: Uncovering Data Insights with Large Language Models I. Laradji Perouz Taslakian Sai Rajeswar Valentina Zantedeschi Alexandre Lacoste Nicolas Chapados David Vazquez Christopher Pal Alexandre Drouin 50 3 0 21 Dec 2023