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
Towards Adaptive Mechanism Activation in Language Agent Ziyang Huang Jun Zhao Kang Liu LLMAG AI4CE 80 0 0 01 Dec 2024
Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms Minghe Gao Wendong Bu Bingchen Miao Yang Wu Yunfei Li Juncheng Billy Li Siliang Tang Qi Wu Yueting Zhuang Meng Wang LM&Ro 53 3 0 17 Nov 2024
Software Performance Engineering for Foundation Model-Powered Software (FMware) Haoxiang Zhang Shi Chang Arthur Leung Kishanthan Thangarajah Boyuan Chen Hanan Lutfiyya Ahmed E. Hassan 143 1 0 14 Nov 2024
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows Fangyu Lei Jixuan Chen Yuxiao Ye Ruisheng Cao Dongchan Shin ... Caiming Xiong Ruoxi Sun Qian Liu Sida I. Wang Tao Yu LMTD 85 21 0 12 Nov 2024
Enhancing Security Control Production With Generative AI Chen Ling Mina Ghashami Vianne Gao Ali Torkamani Ruslan Vaulin ... Farhan Diwan Malini SS Mingrui Cheng Shreya Tarur Kumar Felix Candelario 38 0 0 06 Nov 2024
EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning Kiran Purohit Venktesh V Raghuram Devalla Krishna Mohan Yerragorla Sourangshu Bhattacharya Avishek Anand LRM 32 1 0 06 Nov 2024
RL-STaR: Theoretical Analysis of Reinforcement Learning Frameworks for Self-Taught Reasoner Fu-Chieh Chang Yu-Ting Lee Hui-Ying Shih Pei-Yuan Wu Pei-Yuan Wu OffRL LRM 225 0 0 31 Oct 2024
OSCAR: Operating System Control via State-Aware Reasoning and Re-Planning Xiaoqiang Wang Bang Liu LLMAG LM&Ro LRM 56 6 0 24 Oct 2024
Learning Mathematical Rules with Large Language Models Antoine Gorceix Bastien Le Chenadec Ahmad Rammal N. Vadori Manuela Veloso 23 1 0 22 Oct 2024
Towards Safer Heuristics With XPlain Pantea Karimi Solal Pirelli Siva Kesava Reddy Kakarla Ryan Beckett Santiago Segarra Beibin Li Pooria Namyar Behnaz Arzani 45 0 0 19 Oct 2024
LabSafety Bench: Benchmarking LLMs on Safety Issues in Scientific Labs Yujun Zhou Jingdong Yang Kehan Guo Pin-Yu Chen Tian Gao ... Tian Gao Werner Geyer Nuno Moniz Nitesh V Chawla Xiangliang Zhang 46 5 0 18 Oct 2024
Enhancing Mathematical Reasoning in LLMs by Stepwise Correction Zhenyu Wu Qingkai Zeng Zizhuo Zhang Zhaoxuan Tan Chao Shen Meng Jiang KELM LRM 49 4 0 16 Oct 2024
Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning Vernon Y.H. Toh Deepanway Ghosal Soujanya Poria LRM 62 2 0 16 Oct 2024
FLARE: Faithful Logic-Aided Reasoning and Exploration Erik Arakelyan Pasquale Minervini Pat Verga Patrick Lewis Isabelle Augenstein ReLM LRM 69 2 0 14 Oct 2024
From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency Kaiyue Wen Huaqing Zhang Hongzhou Lin Jingzhao Zhang MoE LRM 66 2 0 07 Oct 2024
Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis Hongkang Li Meng Wang Songtao Lu Xiaodong Cui Pin-Yu Chen LRM 35 5 0 03 Oct 2024
Evaluating Robustness of Reward Models for Mathematical Reasoning Sunghwan Kim Dongjin Kang Taeyoon Kwon Hyungjoo Chae Jungsoo Won Dongha Lee Jinyoung Yeo 38 5 0 02 Oct 2024
Instance-adaptive Zero-shot Chain-of-Thought Prompting Xiaosong Yuan Chen Shen Shaotian Yan Xiaofeng Zhang Liang Xie Wenxiao Wang Renchu Guan Ying Wang Jieping Ye ReLM LRM 57 4 0 30 Sep 2024
System-Level Defense against Indirect Prompt Injection Attacks: An Information Flow Control Perspective Fangzhou Wu Ethan Cecchetti Chaowei Xiao 41 13 0 27 Sep 2024
A Survey on the Honesty of Large Language Models Siheng Li Cheng Yang Taiqiang Wu Chufan Shi Yuji Zhang ... Jie Zhou Yujiu Yang Ngai Wong Xixin Wu Wai Lam HILM 35 5 0 27 Sep 2024
A Survey on Complex Tasks for Goal-Directed Interactive Agents Mareike Hartmann Alexander Koller LM&Ro LLMAG 36 1 0 27 Sep 2024
BEATS: Optimizing LLM Mathematical Capabilities with BackVerify and Adaptive Disambiguate based Efficient Tree Search Linzhuang Sun Hao Liang Jingxuan Wei Bihui Yu Conghui He Zenan Zhou Wentao Zhang 29 5 0 26 Sep 2024
InterMind: A Doctor-Patient-Family Interactive Depression Assessment System Empowered by Large Language Models Zhiyuan Zhou Jilong Liu Sanwang Wang Shijie Hao Yanrong Guo Richang Hong AI4MH 39 0 0 23 Sep 2024
ChainBuddy: An AI Agent System for Generating LLM Pipelines Jingyue Zhang Ian Arawjo LLMAG 32 3 0 20 Sep 2024
Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning Jiaxin Wen Jian Guan Hongning Wang Wei Wu Minlie Huang ReLM OffRL LRM 31 7 0 19 Sep 2024
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 125 89 0 18 Sep 2024
LLM-as-BT-Planner: Leveraging LLMs for Behavior Tree Generation in Robot Task Planning Jicong Ao Fan Wu Yansong Wu Abdalla Swikir Sami Haddadin 40 5 0 16 Sep 2024
Confidence Estimation for LLM-Based Dialogue State Tracking Yi-Jyun Sun Suvodip Dey Dilek Z. Hakkani-Tür Gokhan Tur 56 1 0 15 Sep 2024
Behavior Tree Generation using Large Language Models for Sequential Manipulation Planning with Human Instructions and Feedback Jicong Ao Yansong Wu Fan Wu Sami Haddadin LM&Ro 31 1 0 14 Sep 2024
DiPT: Enhancing LLM reasoning through diversified perspective-taking H. Just Mahavir Dabas Lifu Huang Ming Jin Ruoxi Jia LRM 45 1 0 10 Sep 2024
MetaBGM: Dynamic Soundtrack Transformation For Continuous Multi-Scene Experiences With Ambient Awareness And Personalization Haoxuan Liu Zihao Wang HaoRong Hong Youwei Feng Jiaxin Yu Han Diao Yunfei Xu Kaipeng Zhang 36 0 0 05 Sep 2024
Agentic Society: Merging skeleton from real world and texture from Large Language Model Yuqi Bai Kun Sun Huishi Yin 47 1 0 02 Sep 2024
The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models Karime Maamari Fadhil Abubaker Daniel Jaroslawicz Amine Mhedhbi LRM 52 26 0 14 Aug 2024
Document-Level Event Extraction with Definition-Driven ICL Zhuoyuan Liu Yilin Luo 86 1 0 10 Aug 2024
A Jailbroken GenAI Model Can Cause Substantial Harm: GenAI-powered Applications are Vulnerable to PromptWares Stav Cohen Ron Bitton Ben Nassi SILM 41 5 0 09 Aug 2024
Prompt Recursive Search: A Living Framework with Adaptive Growth in LLM Auto-Prompting Xiangyu Zhao Chengqian Ma 33 2 0 02 Aug 2024
Coalitions of Large Language Models Increase the Robustness of AI Agents Prattyush Mangal Carol Mak Theo Kanakis Timothy Donovan Dave Braines Edward Pyzer-Knapp 41 1 0 02 Aug 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 72 16 0 01 Aug 2024
Can LLMs "Reason" in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation Ziya Zhou Yuhang Wu Zhiyue Wu Xinyue Zhang Ruibin Yuan Yi Ma Lu Wang Emmanouil Benetos Wei Xue Yi-Ting Guo LRM 53 2 0 31 Jul 2024
InstructAV: Instruction Fine-tuning Large Language Models for Authorship Verification Yujia Hu Zhiqiang Hu C. Seah Roy Ka-wei Lee 34 0 0 16 Jul 2024
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist Zihao Zhou Shudong Liu Maizhen Ning Wei Liu Jindong Wang Derek F. Wong Xiaowei Huang Qiufeng Wang Kaizhu Huang ELM LRM 71 25 0 11 Jul 2024
PAS: Data-Efficient Plug-and-Play Prompt Augmentation System Miao Zheng H. Liang Fan Yang Haoze Sun Tianpeng Li ... Kun Fang Weipeng Chen Bin Cui Wentao Zhang Zenan Zhou RALM 46 3 0 08 Jul 2024
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation Gaurav Sahu Abhay Puri Juan A. Rodriguez Alexandre Drouin Perouz Taslakian ... Christopher Pal Nicolas Chapados I. Laradji Sai Rajeswar Mudumba Issam Hadj Laradji ELM 48 4 0 08 Jul 2024
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning Brandon Huang Chancharik Mitra Assaf Arbelle Leonid Karlinsky Trevor Darrell Roei Herzig 49 13 0 21 Jun 2024
End-to-end Text-to-SQL Generation within an Analytics Insight Engine Karime Maamari Amine Mhedhbi SyDa 51 4 0 17 Jun 2024
CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding Libo Qin Fuxuan Wei Qiguang Chen Jingxuan Zhou Shijue Huang Jiasheng Si Wenpeng Lu Wanxiang Che LRM VLM 45 0 0 15 Jun 2024
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 69 47 0 11 Jun 2024
DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents Peter Alexander Jansen Marc-Alexandre Côté Tushar Khot Erin Bransom Bhavana Dalvi Mishra Bodhisattwa Prasad Majumder Oyvind Tafjord Peter Clark LLMAG 48 22 0 10 Jun 2024
Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies Junlin Wang Siddhartha Jain Dejiao Zhang Baishakhi Ray Varun Kumar Ben Athiwaratkun 41 19 0 10 Jun 2024
SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals Ruihan Yang Jiangjie Chen Yikai Zhang Siyu Yuan Aili Chen Kyle Richardson Yanghua Xiao Deqing Yang AI4CE LM&Ro 55 10 0 07 Jun 2024