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
Next-Generation Phishing: How LLM Agents Empower Cyber Attackers Khalifa Afane Wenqi Wei Ying Mao Junaid Farooq Juntao Chen 65 0 0 21 Nov 2024
Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey Yang Gu Hengyu You Jian Cao Muran Yu Haoran Fan Shiyou Qian LM&MA AI4CE 31 2 0 11 Nov 2024
Automatic Generation of Question Hints for Mathematics Problems using Large Language Models in Educational Technology Junior Cedric Tonga Benjamin Clément Pierre-Yves Oudeyer LRM 23 2 0 05 Nov 2024
Evaluating the Ability of Large Language Models to Generate Verifiable Specifications in VeriFast Marilyn Rego Wen Fan Xin Hu Sanya Dod Zhaorui Ni Danning Xie Jenna DiVincenzo Lin Tan LRM 25 1 0 04 Nov 2024
A Comparison of Prompt Engineering Techniques for Task Planning and Execution in Service Robotics Jonas Bode Bastian Patzold Raphael Memmesheimer Sven Behnke 35 0 0 30 Oct 2024
A Hierarchical Language Model For Interpretable Graph Reasoning Sambhav Khurana Xiner Li Shurui Gui Shuiwang Ji LRM 21 0 0 29 Oct 2024
Inference time LLM alignment in single and multidomain preference spectrum S. Zheng Qi Nikolaos Pappas Srikanth Doss Kadarundalagi Raghuram Doss Monica Sunkara Kishaloy Halder Manuel Mager Yassine Benajiba 30 0 0 24 Oct 2024
MAX: Masked Autoencoder for X-ray Fluorescence in Geological Investigation An-Sheng Lee Yu-Wen Pao Hsuan-Tien Lin Sofia Ya Hsuan Liou 18 1 0 16 Oct 2024
Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products Nadia Nahar Christian Kastner Jenna L. Butler Chris Parnin Thomas Zimmermann Christian Bird 47 2 0 15 Oct 2024
MedMobile: A mobile-sized language model with expert-level clinical capabilities Krithik Vishwanath Jaden Stryker Anton Alaykin Daniel Alexander Alber Eric Karl Oermann LM&MA MedIm LRM 21 1 0 11 Oct 2024
NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models Zheng Yi Ho Siyuan Liang Sen Zhang Yibing Zhan Dacheng Tao 18 1 0 11 Oct 2024
Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks Rushang Karia Daniel Bramblett D. Dobhal Siddharth Srivastava ELM LRM 23 0 0 11 Oct 2024
Exploring Prompt Engineering: A Systematic Review with SWOT Analysis Aditi Singh Abul Ehtesham Gaurav Kumar Gupta Nikhil Kumar Chatta Saket Kumar T. T. Khoei 28 1 0 09 Oct 2024
Capturing Bias Diversity in LLMs Purva Prasad Gosavi Vaishnavi Murlidhar Kulkarni Alan F. Smeaton 21 0 0 09 Oct 2024
Leveraging Large Language Models for Suicide Detection on Social Media with Limited Labels Vy Nguyen Chau Pham ALM AI4MH 24 2 0 06 Oct 2024
Using Prompts to Guide Large Language Models in Imitating a Real Person's Language Style Ziyang Chen Stylios Moscholios 16 4 0 04 Oct 2024
PersoBench: Benchmarking Personalized Response Generation in Large Language Models Saleh Afzoon Usman Naseem Amin Beheshti Zahra Jamali 21 1 0 04 Oct 2024
Auto-Demo Prompting: Leveraging Generated Outputs as Demonstrations for Enhanced Batch Prompting Longyu Feng Mengze Hong Chen Jason Zhang 28 1 0 02 Oct 2024
TaskComplexity: A Dataset for Task Complexity Classification with In-Context Learning, FLAN-T5 and GPT-4o Benchmarks Areeg Fahad Rasheed M. Zarkoosh Safa F. Abbas Sana Sabah Al-Azzawi 20 1 0 30 Sep 2024
HM3: Heterogeneous Multi-Class Model Merging Stefan Hackmann MoMe 25 0 0 27 Sep 2024
Attention Prompting on Image for Large Vision-Language Models Runpeng Yu Weihao Yu Xinchao Wang VLM 15 5 0 25 Sep 2024
Wrapped in Anansi's Web: Unweaving the Impacts of Generative-AI Personalization and VR Immersion in Oral Storytelling Ka Hei Carrie Lau Bhada Yun Samuel Saruba Efe Bozkir Enkelejda Kasneci 24 1 0 25 Sep 2024
Judgment of Thoughts: Courtroom of the Binary Logical Reasoning in Large Language Models Sungjune Park Daeseon Choi LRM AILaw 21 0 0 25 Sep 2024
HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models Haoran Que Feiyu Duan Liqun He Yutao Mou Wangchunshu Zhou ... Ge Zhang Junran Peng Zhaoxiang Zhang Songyang Zhang Kai Chen LM&MA ELM VLM 35 8 0 24 Sep 2024
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications Sean Kim Raja Mazumder 22 0 0 23 Sep 2024
Iteration of Thought: Leveraging Inner Dialogue for Autonomous Large Language Model Reasoning Santosh Kumar Radha Yasamin Nouri Jelyani Ara Ghukasyan Oktay Goktas LLMAG LM&Ro LRM 20 4 0 19 Sep 2024
ArticulatePro: A Comparative Study on a Proactive and Non-Proactive Assistant in a Climate Data Exploration Task Roderick S. Tabalba Christopher J. Lee Giorgio Tran Nurit Kirshenbaum Jason Leigh 18 0 0 17 Sep 2024
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System Ningyu Zhang Zekun Xi Yujie Luo Peng Wang Bozhong Tian ... Lei Liang Zhiqiang Zhang Xiaowei Zhu Jun Zhou Huajun Chen KELM 34 6 0 09 Sep 2024
End User Authoring of Personalized Content Classifiers: Comparing Example Labeling, Rule Writing, and LLM Prompting Leijie Wang Kathryn Yurechko Pranati Dani Quan Ze Chen Amy X. Zhang 32 1 0 05 Sep 2024
Creating a Gen-AI based Track and Trace Assistant MVP (SuperTracy) for PostNL Mohammad Reshadati 22 0 0 04 Sep 2024
Improving Extraction of Clinical Event Contextual Properties from Electronic Health Records: A Comparative Study Shubham Agarwal Thomas Searle M. Ratas Anthony Shek James Teo Richard J. B. Dobson 21 0 0 30 Aug 2024
EPiC: Cost-effective Search-based Prompt Engineering of LLMs for Code Generation Hamed Taherkhani Melika Sepindband Hung Viet Pham Song Wang Hadi Hemmati 13 1 0 20 Aug 2024
Understanding Generative AI Content with Embedding Models Max Vargas Reilly Cannon A. Engel Anand D. Sarwate Tony Chiang 26 3 0 19 Aug 2024
A System for Automated Unit Test Generation Using Large Language Models and Assessment of Generated Test Suites Andrea Lops F. Narducci Azzurra Ragone Michelantonio Trizio Claudio Bartolini 19 3 0 14 Aug 2024
LoRA $^2$ : Multi-Scale Low-Rank Approximations for Fine-Tuning Large Language Models Jia-Chen Zhang Yu-Jie Xiong He-Xi Qiu Dong-Hai Zhu Chun-Ming Xia MoE 16 0 0 13 Aug 2024
The Struggles of LLMs in Cross-lingual Code Clone Detection Micheline Bénédicte Moumoula A. Kaboré Jacques Klein Tegawende F. Bissyande 23 1 0 08 Aug 2024
Accuracy and Consistency of LLMs in the Registered Dietitian Exam: The Impact of Prompt Engineering and Knowledge Retrieval Iman Azimi Mohan Qi Li Wang Amir M. Rahmani Youlin Li 36 0 0 06 Aug 2024
ChatSchema: A pipeline of extracting structured information with Large Multimodal Models based on schema Fei Wang Yuewen Zheng Qin Li Jingyi Wu Pengfei Li Lu Zhang 29 0 0 26 Jul 2024
Questionable practices in machine learning Gavin Leech Juan J. Vazquez Misha Yagudin Niclas Kupper Laurence Aitchison 34 2 0 17 Jul 2024
NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language Models Pranshu Pandya Agney S Talwarr Vatsal Gupta Tushar Kataria Dan Roth Vivek Gupta LRM 32 2 0 15 Jul 2024
Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models Louis Abraham Charles Arnal Antoine Marie 30 1 0 15 Jul 2024
Toward accessible comics for blind and low vision readers Christophe Rigaud J. Burie Samuel Petit 33 2 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 29 2 0 08 Jul 2024
iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement Aoyu Pang Maonan Wang Man-On Pun Chung Shue Chen Xi Xiong 30 8 0 08 Jul 2024
V-RECS, a Low-Cost LLM4VIS Recommender with Explanations, Captioning and Suggestions L. Podo M. Angelini Paola Velardi 30 1 0 21 Jun 2024
Prose-to-P4: Leveraging High Level Languages Mihai-Valentin Dumitru Vlad-Andrei Bădoiu C. Raiciu 18 0 0 19 Jun 2024
Meta Reasoning for Large Language Models Peizhong Gao Ao Xie Shaoguang Mao Wenshan Wu Yan Xia Haipeng Mi Furu Wei ReLM LLMAG LRM 30 6 0 17 Jun 2024
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models Xiang Meng Kayhan Behdin Haoyue Wang Rahul Mazumder 16 3 0 12 Jun 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 47 49 0 12 Jun 2024
Creativity Has Left the Chat: The Price of Debiasing Language Models Behnam Mohammadi 23 7 0 08 Jun 2024