Prompt Design and Engineering: Introduction and Advanced Methods

24 January 2024

Papers citing "Prompt Design and Engineering: Introduction and Advanced Methods"

19 / 19 papers shown

Title
Local Prompt Optimization Yash Jain Vishal Chowdhary 48 0 0 29 Apr 2025
Reflexive Prompt Engineering: A Framework for Responsible Prompt Engineering and Interaction Design Christian Djeffal 26 0 0 22 Apr 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
Can Large Language Models Unveil the Mysteries? An Exploration of Their Ability to Unlock Information in Complex Scenarios Chao Wang Luning Zhang Z. Wang Yang Zhou ELM VLM LRM 53 1 0 27 Feb 2025
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers Xinyu Tang Xiaolei Wang Wayne Xin Zhao Siyuan Lu Yaliang Li Ji-Rong Wen LRM 47 13 0 28 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 75 0 0 21 Jan 2025
The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare Souren Pashangpour Goldie Nejat LM&MA 42 7 0 05 Nov 2024
PersoBench: Benchmarking Personalized Response Generation in Large Language Models Saleh Afzoon Usman Naseem Amin Beheshti Zahra Jamali 26 1 0 04 Oct 2024
Open Artificial Knowledge Vadim Borisov Richard H. Schreiber 46 0 0 19 Jul 2024
Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs Xuan Zhang Chao Du Tianyu Pang Qian Liu Wei Gao Min-Bin Lin LRM AI4CE 44 34 0 13 Jun 2024
MaTableGPT: GPT-based Table Data Extractor from Materials Science Literature Gyeong Hoon Yi Jiwoo Choi Hyeongyun Song Olivia Miano Jaewoong Choi ... Seok Su Sohn David Buttler A. Hiszpanski S. Han Donghun Kim LMTD 20 3 0 08 Jun 2024
PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models Jinyi Li Yihuai Lan Lei Wang Hao Wang 25 0 0 26 Mar 2024
Leveraging Large Language Models to Detect npm Malicious Packages Nusrat Zahan Philipp Burckhardt Mikola Lysenko Feross Aboukhadijeh Laurie A. Williams 33 1 0 18 Mar 2024
Large Language Models are Contrastive Reasoners Liang Yao ReLM ELM LRM 32 2 0 13 Mar 2024
Towards Goal-oriented Prompt Engineering for Large Language Models: A Survey Haochen Li Jonathan Leung Zhiqi Shen LM&MA LLMAG LRM 18 0 0 25 Jan 2024
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement Rui Yang Jiahao Zhu Jianping Man Li Fang Yi Zhou 22 16 0 12 Oct 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark J. F. Gales HILM LRM 150 386 0 15 Mar 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 274 1,114 0 18 Apr 2021