PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization

25 October 2023

Papers citing "PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization"

35 / 85 papers shown

Title
Crafting Interpretable Embeddings by Asking LLMs Questions Vinamra Benara Chandan Singh John X. Morris Richard Antonello Ion Stoica Alexander G. Huth Jianfeng Gao 26 5 0 26 May 2024
AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning Minghao Chen Yihang Li Yanting Yang Shiyu Yu Binbin Lin Xiaofei He LLMAG 38 0 0 25 May 2024
METAREFLECTION: Learning Instructions for Language Agents using Past Reflections Priyanshu Gupta Shashank Kirtania Ananya Singha Sumit Gulwani Arjun Radhakrishna Sherry Shi Gustavo Soares LLMAG 40 4 0 13 May 2024
CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimization Zheyan Qu Lu Yin Zitong Yu Wenbo Wang Xing Zhang ALM 41 1 0 08 May 2024
Iterative Experience Refinement of Software-Developing Agents Cheng Qian Jiahao Li Yufan Dang Wei Liu Yifei Wang ... Weize Chen Cheng Yang Yingli Zhang Zhiyuan Liu Maosong Sun LLMAG 41 12 0 07 May 2024
Self-Improving Customer Review Response Generation Based on LLMs Guy Azov Tatiana Pelc Adi Fledel Alon Gila Kamhi 40 0 0 06 May 2024
RoT: Enhancing Large Language Models with Reflection on Search Trees Wenyang Hui Kewei Tu LRM 32 6 0 08 Apr 2024
Efficient Prompting Methods for Large Language Models: A Survey Kaiyan Chang Songcheng Xu Chenglong Wang Yingfeng Luo Tong Xiao Jingbo Zhu LRM 45 32 0 01 Apr 2024
Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning Zhouhang Xie Bodhisattwa Prasad Majumder Mengjie Zhao Yoshinori Maeda Keiichi Yamada Hiromi Wakaki Julian McAuley 40 3 0 23 Mar 2024
Exploring Prompt Engineering Practices in the Enterprise Michael Desmond Michelle Brachman 48 10 0 13 Mar 2024
Towards Generalist Prompting for Large Language Models by Mental Models Haoxiang Guan Jiyan He Shuxin Zheng En-Hong Chen Weiming Zhang Neng H. Yu LRM 56 0 0 28 Feb 2024
AmbigNLG: Addressing Task Ambiguity in Instruction for NLG Ayana Niwa Hayate Iso 36 4 0 27 Feb 2024
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization Wenqi Zhang Ke Tang Hai Wu Mengna Wang Yongliang Shen Guiyang Hou Zeqi Tan Peng Li Yueting Zhuang Weiming Lu LLMAG 44 37 0 27 Feb 2024
LangGPT: Rethinking Structured Reusable Prompt Design Framework for LLMs from the Programming Language Ming Wang Yuanzhong Liu Xiaoyu Liang Songlian Li Yijie Huang ... Shi Feng Chi Zhang Yifei Zhang Minghui Zheng Jigang Li 46 13 0 26 Feb 2024
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema Junru Lu Siyu An Min Zhang Yulan He Di Yin Xing Sun 48 2 0 19 Feb 2024
MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization Yasaman Jafari Dheeraj Mekala Rose Yu Taylor Berg-Kirkpatrick 53 7 0 18 Feb 2024
PhaseEvo: Towards Unified In-Context Prompt Optimization for Large Language Models Wendi Cui Jiaxin Zhang Zhuohang Li Hao Sun Damien Lopez Kamalika Das Bradley Malin Kumar Sricharan 22 7 0 17 Feb 2024
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives Runcong Zhao Qinglin Zhu Hainiu Xu Jiazheng Li Yuxiang Zhou Yulan He Lin Gui 35 11 0 16 Feb 2024
Universal Prompt Optimizer for Safe Text-to-Image Generation Zongyu Wu Hongcheng Gao Yueze Wang Xiang Zhang Suhang Wang EGVM 18 9 0 16 Feb 2024
User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT Anna Bodonhelyi Efe Bozkir Shuo Yang Enkelejda Kasneci Gjergji Kasneci ELM AI4MH 36 16 0 03 Feb 2024
Are Large Language Models Good Prompt Optimizers? Ruotian Ma Xiaolei Wang Xin Zhou Jian Li Nan Du Tao Gui Qi Zhang Xuanjing Huang LLMAG LRM 28 28 0 03 Feb 2024
Large Language Models as Hyper-Heuristics for Combinatorial Optimization Haoran Ye Jiarui Wang Zhiguang Cao Federico Berto Chuanbo Hua Haeyeon Kim Jinkyoo Park Guojie Song 42 46 0 02 Feb 2024
Experiential Co-Learning of Software-Developing Agents Cheng Qian Yufan Dang Jiahao Li Wei Liu Zihao Xie ... Cheng Yang Xin Cong Xiaoyin Che Zhiyuan Liu Maosong Sun LLMAG 25 40 0 28 Dec 2023
Language Models, Agent Models, and World Models: The LAW for Machine Reasoning and Planning Zhiting Hu Tianmin Shu LLMAG LM&Ro LRM 107 34 0 08 Dec 2023
Prompt Optimization via Adversarial In-Context Learning Do Xuan Long Yiran Zhao Hannah Brown Yuxi Xie James Xu Zhao Nancy F. Chen Kenji Kawaguchi Michael Qizhe Xie Junxian He 72 11 0 05 Dec 2023
Do Physicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation Zonghai Yao Ahmed Jaafar Beining Wang Zhichao Yang Hong-ye Yu LM&MA 27 2 0 16 Nov 2023
Automatic Engineering of Long Prompts Cho-Jui Hsieh Si Si Felix X. Yu Inderjit S. Dhillon VLM 24 8 0 16 Nov 2023
Prompt Engineering a Prompt Engineer Qinyuan Ye Maxamed Axmed Reid Pryzant Fereshte Khani VLM LLMAG LRM 29 28 0 09 Nov 2023
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance Saurabh Srivastava Chengyue Huang Weiguo Fan Ziyu Yao LLMAG 28 5 0 03 Oct 2023
ChatDev: Communicative Agents for Software Development Cheng Qian Wei Liu Hongzhang Liu Nuo Chen Yufan Dang ... Xin Cong Juyuan Xu Dahai Li Zhiyuan Liu Maosong Sun LLMAG 33 156 0 16 Jul 2023
Schema-Driven Information Extraction from Heterogeneous Tables Fan Bai Junmo Kang Gabriel Stanovsky Dayne Freitag Alan Ritter LMTD 21 10 0 23 May 2023
GPT is becoming a Turing machine: Here are some ways to program it A. Jojic Zhen Wang Nebojsa Jojic LRM 57 17 0 25 Mar 2023
ThinkSum: Probabilistic reasoning over sets using large language models Batu Mehmet Ozturkler Nikolay Malkin Zhen Wang Nebojsa Jojic ReLM LRM 56 22 0 04 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 2021