A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

5 February 2024

Vinija Jain

Papers citing "A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications"

50 / 125 papers shown

Title
Graph Drawing for LLMs: An Empirical Evaluation Walter Didimo Fabrizio Montecchiani Tommaso Piselli 29 0 0 06 May 2025
RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Ruiqi Wang Hao Zhang VLM 44 0 0 03 May 2025
AI agents may be worth the hype but not the resources (yet): An initial exploration of machine translation quality and costs in three language pairs in the legal and news domains Vicent Briva-Iglesias Gokhan Dogru LLMAG ELM 20 0 0 02 May 2025
Understanding LLM Scientific Reasoning through Promptings and Model's Explanation on the Answers Alice Rueda Mohammed S. Hassan Argyrios Perivolaris Bazen G. Teferra Reza Samavi ... Y. Wu Y. Zhang Bo Cao Divya Sharma Sridhar Krishnan Venkat Bhat ELM LRM 43 0 0 02 May 2025
Does the Prompt-based Large Language Model Recognize Students' Demographics and Introduce Bias in Essay Scoring? Kaixun Yang Mladen Raković D. Gašević Guanliang Chen 29 0 0 30 Apr 2025
Using LLMs in Generating Design Rationale for Software Architecture Decisions Xiyu Zhou Ruiyin Li Peng Liang Beiqi Zhang Mojtaba Shahin Z. Li Chen Yang 33 0 0 29 Apr 2025
Breast Cancer Detection from Multi-View Screening Mammograms with Visual Prompt Tuning Han Chen Anne L. Martel 46 0 0 28 Apr 2025
MODP: Multi Objective Directional Prompting Aashutosh Nema Samaksh Gulati Evangelos Giakoumakis Bipana Thapaliya LLMAG 39 0 0 25 Apr 2025
PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines Reya Vir Shreya Shankar Harrison Chase Will Fu-Hinthorn Aditya G. Parameswaran AI4TS 22 0 0 20 Apr 2025
PestMA: LLM-based Multi-Agent System for Informed Pest Management Hongrui Shi Shunbao Li Zhipeng Yuan Po Yang LLMAG 34 0 0 14 Apr 2025
Efficient LLM Serving on Hybrid Real-time and Best-effort Requests Wan Borui Zhao Juntao Jiang Chenyu Guo Chuanxiong Wu Chuan VLM 29 1 0 13 Apr 2025
AttentionDefense: Leveraging System Prompt Attention for Explainable Defense Against Novel Jailbreaks Charlotte Siska Anush Sankaran AAML 43 0 0 10 Apr 2025
Automated Business Process Analysis: An LLM-Based Approach to Value Assessment William De Michele Abel Armas Cervantes Lea Frermann 18 0 0 09 Apr 2025
GAAPO: Genetic Algorithmic Applied to Prompt Optimization Xavier Sécheresse Jacques-Yves Guilbert--Ly Antoine Villedieu de Torcy 21 0 0 09 Apr 2025
Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering Hamed Jelodar Samita Bai Parisa Hamedi Hesamodin Mohammadian R. Razavi-Far Ali Ghorbani 29 0 0 07 Apr 2025
Cognitive Debiasing Large Language Models for Decision-Making Yougang Lyu Shijie Ren Yue Feng Zihan Wang Z. Chen Z. Z. Ren Maarten de Rijke 29 0 0 05 Apr 2025
Can AI Master Construction Management (CM)? Benchmarking State-of-the-Art Large Language Models on CM Certification Exams Ruoxin Xiong Yanyu Wang Suat Gunhan Yimin Zhu Charles Berryman ELM 19 0 0 04 Apr 2025
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu C. Huang 70 0 0 02 Apr 2025
Assessing Code Understanding in LLMs Cosimo Laneve Alvise Spanò Dalila Ressi S. Rossi M. Bugliesi 27 0 0 31 Mar 2025
FAIR-QR: Enhancing Fairness-aware Information Retrieval through Query Refinement F. Chen Hui Fang 38 0 0 27 Mar 2025
GateLens: A Reasoning-Enhanced LLM Agent for Automotive Software Release Analytics Arsham Gholamzadeh Khoee Shuai Wang Yinan Yu R. Feldt Dhasarathy Parthasarathy 41 1 0 27 Mar 2025
HyperFree: A Channel-adaptive and Tuning-free Foundation Model for Hyperspectral Remote Sensing Imagery Jingtao Li Y. Liu Xinyu Wang Yunning Peng Chen Sun ... Tian Ke Xiao Jiang Tangwei Lu Anran Zhao Yanfei Zhong VLM 50 0 0 27 Mar 2025
Strategic Prompt Pricing for AIGC Services: A User-Centric Approach Xiang Li Bing Luo Jianwei Huang Yuan Luo 33 0 0 23 Mar 2025
CoE: Chain-of-Explanation via Automatic Visual Concept Circuit Description and Polysemanticity Quantification Wenlong Yu Qilong Wang Chuang Liu Dong Li Q. Hu LRM 53 0 0 19 Mar 2025
Engineering Scientific Assistants using Interactive Structured Induction of Programs Shraddha Surana Ashwin Srinivasan 52 0 0 18 Mar 2025
Empowering Smaller Models: Tuning LLaMA and Gemma with Chain-of-Thought for Ukrainian Exam Tasks Mykyta Syromiatnikov Victoria Ruvinskaya Nataliia Komleva ALM LRM 60 0 0 18 Mar 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 31 0 0 14 Mar 2025
Prompt Sentiment: The Catalyst for LLM Change Vishal Gandhi Sagar Gandhi 36 1 0 14 Mar 2025
PluralLLM: Pluralistic Alignment in LLMs via Federated Learning Mahmoud Srewa Tianyu Zhao Salma Elmalaki FedML 43 0 0 13 Mar 2025
Empirical Computation Eric Tang Marcel Böhme 42 0 0 13 Mar 2025
Unveiling the Mathematical Reasoning in DeepSeek Models: A Comparative Study of Large Language Models Afrar Jahin Arif Hassan Zidan Yu Bao Shizhe Liang T. Liu W. Zhang LRM 61 1 0 13 Mar 2025
Boundary Prompting: Elastic Urban Region Representation via Graph-based Spatial Tokenization Haojia Zhu Jiahui Jin Dong Kan Rouxi Shen Ruize Wang Xiangguo Sun Jinghui Zhang 62 0 0 11 Mar 2025
Can Frontier LLMs Replace Annotators in Biomedical Text Mining? Analyzing Challenges and Exploring Solutions Yichong Zhao Susumu Goto 45 0 0 05 Mar 2025
Cancer Type, Stage and Prognosis Assessment from Pathology Reports using LLMs Rachit Saluja Jacob Rosenthal Yoav Artzi David J. Pisapia B. Liechty M. Sabuncu LM&MA ELM 55 0 0 03 Mar 2025
NutriGen: Personalized Meal Plan Generator Leveraging Large Language Models to Enhance Dietary and Nutritional Adherence Saman Khamesian Asiful Arefeen Stephanie M. Carpenter Hassan Ghasemzadeh 48 0 0 28 Feb 2025
Deep-Bench: Deep Learning Benchmark Dataset for Code Generation Alireza Daghighfarsoodeh Chung-Yu Wang Hamed Taherkhani Melika Sepidband Mohammad Abdollahi Hadi Hemmati Hung Viet Pham ALM ELM 88 0 0 26 Feb 2025
Policy-as-Prompt: Rethinking Content Moderation in the Age of Large Language Models Konstantina Palla José Luis Redondo García C. Hauff Francesco Fabbri Henrik Lindström Daniel R. Taber Andreas Damianou M. Lalmas AILaw 62 0 0 25 Feb 2025
Representation Engineering for Large-Language Models: Survey and Research Challenges Lukasz Bartoszcze Sarthak Munshi Bryan Sukidi Jennifer Yen Zejia Yang David Williams-King Linh Le Kosi Asuzu Carsten Maple 98 0 0 24 Feb 2025
From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task Nicolas Martorell LLMAG 45 1 0 23 Feb 2025
From Haystack to Needle: Label Space Reduction for Zero-shot Classification Nathan Vandemoortele Bram Steenwinckel F. Ongenae Sofie Van Hoecke VLM 68 0 0 12 Feb 2025
Leveraging GPT-4o Efficiency for Detecting Rework Anomaly in Business Processes Mohammad Derakhshan Paolo Ceravolo Fatemeh Mohammadi 38 0 0 10 Feb 2025
Large Language Models' Accuracy in Emulating Human Experts' Evaluation of Public Sentiments about Heated Tobacco Products on Social Media Kwanho Kim Soojong Kim AI4MH 54 0 0 31 Jan 2025
AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human Feedback Joshua Park Yongfeng Zhang LLMAG LM&Ro 82 1 0 23 Jan 2025
An Empirically-grounded tool for Automatic Prompt Linting and Repair: A Case Study on Bias, Vulnerability, and Optimization in Developer Prompts Dhia Elhaq Rzig Dhruba Jyoti Paul Kaiser Pister Jordan Henkel Foyzul Hassan 62 0 0 21 Jan 2025
KG-CF: Knowledge Graph Completion with Context Filtering under the Guidance of Large Language Models Zaiyi Zheng Yushun Dong Song Wang Haochen Liu Qi Wang Jundong Li ALM 41 1 0 06 Jan 2025
Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Federico Castagna I. Sassoon Simon Parsons LRM 80 0 0 19 Dec 2024
An Evolutionary Large Language Model for Hallucination Mitigation Abdennour Boulesnane Abdelhakim Souilah HILM 70 0 0 03 Dec 2024
PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation Qiyao Xue Xiangyu Yin Boyuan Yang Wei Gao DiffM VGen 72 9 0 30 Nov 2024
CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning Duo Wu J. Wang Yuan Meng Yanning Zhang Le Sun Zhi Wang 83 0 0 25 Nov 2024
SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Yaqi Wang Haipei Xu LLMAG 64 0 0 21 Nov 2024