Large Language Models Are Human-Level Prompt Engineers

3 November 2022

Silviu Pitis

Jimmy Ba

Papers citing "Large Language Models Are Human-Level Prompt Engineers"

50 / 101 papers shown

Title
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models Chenzhuo Zhao Ziqian Liu Xingda Wang Junting Lu Chaoyi Ruan 61 0 0 22 May 2025
Relative Bias: A Comparative Framework for Quantifying Bias in LLMs Alireza Arbabi Florian Kerschbaum 182 0 0 22 May 2025
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Zhiyuan Wei Jing Sun Zijian Zhang Zhe Hou Zixiao Zhao 155 0 0 21 May 2025
The Effects of Demographic Instructions on LLM Personas Angel Felipe Magnossão de Paula J. Shane Culpepper Alistair Moffat Sachin Pathiyan Cherumanal Falk Scholer Johanne Trippas 51 1 0 17 May 2025
Rethinking Prompt Optimizers: From Prompt Merits to Optimization Zixiao Zhu Hanzhang Zhou Zijian Feng Tianjiao Li Chua Jia Jim Deryl Mak Lee Onn Gee Wah Ng Kezhi Mao LRM 86 0 0 15 May 2025
Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph Representation Learning Hang Gao Chenhao Zhang Tie Wang Junsuo Zhao Fengge Wu Changwen Zheng Huaping Liu LRM 156 0 0 09 May 2025
Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English S. Butt F. Balouchzahi Ahmad Imam Amjad Maaz Amjad Hector G. Ceballos Salud Maria Jimenez-Zafra 75 0 0 24 Apr 2025
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo João Loula Benjamin LeBrun Li Du Ben Lipkin Clemente Pasti ... Ryan Cotterel Vikash K. Mansinghka Alexander K. Lew Tim Vieira Timothy J. O'Donnell 107 6 0 17 Apr 2025
Societal Impacts Research Requires Benchmarks for Creative Composition Tasks Judy Hanwen Shen Carlos Guestrin 164 1 0 09 Apr 2025
Cognitive Prompts Using Guilford's Structure of Intellect Model Oliver Kramer LRM 62 0 0 27 Mar 2025
LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions Yejin Kwon Daeun Moon Youngje Oh Hyunsoo Yoon 108 0 0 26 Mar 2025
ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA Zhao Xinjie Fan Gao Rui Yang Yingjian Chen Yuyang Wang Ying Zhu Jiacheng Tang Irene Li Y. Matsuo Irene Li KELM LRM 80 1 0 10 Mar 2025
Exploiting Edited Large Language Models as General Scientific Optimizers Qitan Lv T. Liu Haoyu Wang 90 1 0 08 Mar 2025
BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling Hao Li Yu Huang Chang Xu Viktor Schlegel Ren-He Jiang Riza Batista-Navarro Goran Nenadic Jiang Bian DiffM AI4CE 335 4 0 04 Mar 2025
ScriptoriumWS: A Code Generation Assistant for Weak Supervision Tzu-Heng Huang Catherine Cao Spencer Schoenberg Harit Vishwakarma Nicholas Roberts Frederic Sala NoLa 183 6 0 17 Feb 2025
RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents Weizhe Chen Sven Koenig B. Dilkina LLMAG 151 10 0 17 Feb 2025
AI-VERDE: A Gateway for Egalitarian Access to Large Language Model-Based Resources For Educational Institutions Paul Mithun Enrique Noriega-Atala Nirav Merchant Edwin Skidmore VLM 136 1 0 17 Feb 2025
Self-Supervised Prompt Optimization Jinyu Xiang Jiayi Zhang Zhaoyang Yu Fengwei Teng Jinhao Tu Xinbing Liang Sirui Hong Chenglin Wu Yuyu Luo OffRL LRM 103 11 0 07 Feb 2025
Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization Yuanye Liu Jiahang Xu Li Zhang Qi Chen Xuan Feng Yang Chen Zhongxin Guo Yuqing Yang Peng Cheng 128 2 0 06 Feb 2025
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models Ran Xu Hejie Cui Yue Yu Xuan Kan Wenqi Shi Yuchen Zhuang Wei Jin Joyce C. Ho Carl Yang 125 16 0 28 Jan 2025
Irony Detection, Reasoning and Understanding in Zero-shot Learning Peiling Yi Yuhan Xia Yunfei Long 93 0 0 28 Jan 2025
Multi-Objective Hyperparameter Selection via Hypothesis Testing on Reliability Graphs Amirmohammad Farzaneh Osvaldo Simeone 493 0 0 22 Jan 2025
TAPO: Task-Referenced Adaptation for Prompt Optimization Wenxin Luo Wenjie Wang Xiaopeng Li Weibo Zhou Pengyue Jia Xiangyu Zhao 95 0 0 12 Jan 2025
Lost-in-Distance: Impact of Contextual Proximity on LLM Performance in Graph Tasks Hamed Firooz Maziar Sanjabi Wenlong Jiang Xiaoling Zhai 92 3 0 03 Jan 2025
In-Context Learning with Iterative Demonstration Selection Chengwei Qin Aston Zhang Chong Chen Anirudh Dagar Wenming Ye LRM 138 49 0 31 Dec 2024
DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators Tejumade Afonja Hui-Po Wang Raouf Kerkouche Mario Fritz SyDa 149 2 0 03 Dec 2024
OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones? Zhongfu Chen Tingzhu Chen Wenjun Zhang Guangtao Zhai 118 4 0 02 Dec 2024
CUE-M: Contextual Understanding and Enhanced Search with Multimodal Large Language Model Dongyoung Go Taesun Whang Chanhee Lee Hwayeon Kim Sunghoon Park Seunghwan Ji Dongchan Kim Young-Bum Kim Young-Bum Kim LRM 407 1 0 19 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 378 0 0 31 Oct 2024
4-LEGS: 4D Language Embedded Gaussian Splatting Gal Fiebelman Tamir Cohen Ayellet Morgenstern Peter Hedman Hadar Averbuch-Elor 3DGS 86 1 0 14 Oct 2024
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation Han He Qianchu Liu Lei Xu Chaitanya P. Shivade Yi Zhang S. Srinivasan Katrin Kirchhoff 69 1 0 03 Oct 2024
Repurposing Foundation Model for Generalizable Medical Time Series Classification Nan Huang Haishuai Wang Zihuai He Marinka Zitnik Xiang Zhang AI4TS OOD 64 3 0 03 Oct 2024
Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models Tongxuan Liu Wenjiang Xu Weizhe Huang Yuting Zeng Jiaxing Wang Hailong Yang Hailong Yang Jing Li LRM ReLM 75 9 0 26 Sep 2024
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection Matteo Zecchin Sangwoo Park Osvaldo Simeone LM&MA 222 3 0 24 Sep 2024
Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints Kaikai An Shuzheng Si Helan Hu Haozhe Zhao Yuchi Wang Qingyan Guo Baobao Chang LRM ReLM 98 2 0 22 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 171 114 0 18 Sep 2024
Explaining Datasets in Words: Statistical Models with Natural Language Parameters Ruiqi Zhong Heng Wang Dan Klein Jacob Steinhardt 51 8 0 13 Sep 2024
Putting People in LLMs' Shoes: Generating Better Answers via Question Rewriter Junhao Chen Bowen Wang Zhouqiang Jiang Yuta Nakashima 70 1 0 20 Aug 2024
Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting Emmanuel Aboah Boateng Cassiano O. Becker Nabiha Asghar Kabir Walia Ashwin Srinivasan Ehi Nosakhare Victor Dibia Soundar Srinivasan LRM 46 0 0 18 Aug 2024
Prompting Techniques for Secure Code Generation: A Systematic Investigation Catherine Tony Nicolás E. Díaz Ferreyra Markus Mutas Salem Dhiff Riccardo Scandariato SILM 109 12 0 09 Jul 2024
Paraphrase Types Elicit Prompt Engineering Capabilities Jan Philip Wahle Terry Ruas Yang Xu Bela Gipp 77 9 0 28 Jun 2024
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation Sanggeon Yun Ryozo Masukawa Minhyoung Na Mohsen Imani 78 8 0 27 Jun 2024
Few-shot Personalization of LLMs with Mis-aligned Responses Jaehyung Kim Yiming Yang 101 9 0 26 Jun 2024
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking Can Jin Hongwu Peng Shiyu Zhao Zhenting Wang Wujiang Xu Ligong Han Jiahui Zhao Kai Zhong Sanguthevar Rajasekaran Dimitris N. Metaxas KELM 83 33 0 20 Jun 2024
What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering Federico Errica G. Siracusano D. Sanvito Roberto Bifulco 135 25 0 18 Jun 2024
Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection Sungwon Park Sungwon Han Xing Xie Jae-Gil Lee Meeyoung Cha 75 1 0 17 Jun 2024
OR-Bench: An Over-Refusal Benchmark for Large Language Models Justin Cui Wei-Lin Chiang Ion Stoica Cho-Jui Hsieh ALM 126 50 0 31 May 2024
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics Niki van Stein Thomas Bäck 59 17 0 30 May 2024
Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization Yuchi Liu Jaskirat Singh Gaowen Liu Ali Payani Liang Zheng LLMAG 91 5 0 30 May 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara Frank Breitinger Mark Scanlon 94 9 0 29 Feb 2024