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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"

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Title
Large Language Models' Accuracy in Emulating Human Experts' Evaluation of Public Sentiments about Heated Tobacco Products on Social Media Kwanho Kim Soojong Kim AI4MH 69 1 0 31 Jan 2025
AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human Feedback Joshua Park Yongfeng Zhang LLMAG LM&Ro 147 2 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 117 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 87 1 0 06 Jan 2025
Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Federico Castagna I. Sassoon Simon Parsons LRM 111 0 0 19 Dec 2024
An Evolutionary Large Language Model for Hallucination Mitigation Abdennour Boulesnane Abdelhakim Souilah HILM 129 0 0 03 Dec 2024
Empowering the Deaf and Hard of Hearing Community: Enhancing Video Captions Using Large Language Models Nadeen Fathallah Monika Bhole Steffen Staab 135 0 0 30 Nov 2024
PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation Qiyao Xue Xiangyu Yin Boyuan Yang Wei Gao DiffM VGen 155 12 0 30 Nov 2024
CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning Duo Wu Jiangming Wang Yuan Meng Yanning Zhang Le Sun Zhi Wang 480 0 0 25 Nov 2024
SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Yaqi Wang Haipei Xu LLMAG 97 0 0 21 Nov 2024
Next-Generation Phishing: How LLM Agents Empower Cyber Attackers Khalifa Afane Wenqi Wei Ying Mao Junaid Farooq Juntao Chen 112 6 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 108 5 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 52 5 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 111 4 0 04 Nov 2024
Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales? Zhanke Zhou Rong Tao Jianing Zhu Yiwen Luo Zengmao Wang Bo Han LRM 46 17 0 31 Oct 2024
A Comparison of Prompt Engineering Techniques for Task Planning and Execution in Service Robotics Jonas Bode Bastian Patzold Raphael Memmesheimer Sven Behnke 63 2 0 30 Oct 2024
A Hierarchical Language Model For Interpretable Graph Reasoning Sambhav Khurana Xiner Li Shurui Gui Shuiwang Ji LRM 79 0 0 29 Oct 2024
Inference time LLM alignment in single and multidomain preference spectrum Siyang Song Zheng Qi Nikolaos Pappas Srikanth Doss Kadarundalagi Raghuram Doss Monica Sunkara Kishaloy Halder Manuel Mager Yassine Benajiba 57 1 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 49 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 89 4 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 67 3 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 59 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 98 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 72 2 0 09 Oct 2024
Capturing Bias Diversity in LLMs Purva Prasad Gosavi Vaishnavi Murlidhar Kulkarni Alan F. Smeaton 33 0 0 09 Oct 2024
Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives Xinliang Frederick Zhang Nick Beauchamp Lu Wang LRM AI4CE 121 4 0 07 Oct 2024
Leveraging Large Language Models for Suicide Detection on Social Media with Limited Labels Vy Nguyen Chau Pham ALM AI4MH 110 4 0 06 Oct 2024
Using Prompts to Guide Large Language Models in Imitating a Real Person's Language Style Ziyang Chen Stylios Moscholios 61 5 0 04 Oct 2024
PersoBench: Benchmarking Personalized Response Generation in Large Language Models Saleh Afzoon Usman Naseem Amin Beheshti Zahra Jamali 54 4 0 04 Oct 2024
Auto-Demo Prompting: Leveraging Generated Outputs as Demonstrations for Enhanced Batch Prompting Longyu Feng Mengze Hong Chen Jason Zhang 65 2 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 81 7 0 30 Sep 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 72 2 0 30 Sep 2024
HM3: Heterogeneous Multi-Class Model Merging Stefan Hackmann MoMe 114 0 0 27 Sep 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 88 10 0 26 Sep 2024
Attention Prompting on Image for Large Vision-Language Models Runpeng Yu Weihao Yu Xinchao Wang VLM 90 10 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 58 2 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 96 16 0 24 Sep 2024
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications Sean Kim Raja Mazumder 44 0 0 23 Sep 2024
End-to-End Graph Flattening Method for Large Language Models Bin Hong Jinze Wu Jiayu Liu L. Ding Jing Sha Kai Zhang Shijin Wang Zhenya Huang 80 1 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 76 7 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 92 0 0 17 Sep 2024
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System Xin Xu Zekun Xi Yujie Luo Peng Wang Bozhong Tian ... Lei Liang Qing Cui Xiaowei Zhu Jun Zhou Huajun Chen KELM 84 7 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 69 3 0 05 Sep 2024
Creating a Gen-AI based Track and Trace Assistant MVP (SuperTracy) for PostNL Mohammad Reshadati 69 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 51 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 46 5 0 20 Aug 2024
Understanding Generative AI Content with Embedding Models Max Vargas Reilly Cannon A. Engel Anand D. Sarwate Tony Chiang 190 3 0 19 Aug 2024
A System for Automated Unit Test Generation Using Large Language Models and Assessment of Generated Test Suites Andrea Lops Fedelucio Narducci Azzurra Ragone Michelantonio Trizio Claudio Bartolini 48 12 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 73 0 0 13 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 78 1 0 06 Aug 2024