A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

21 February 2023

Papers citing "A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT"

50 / 423 papers shown

Title
Recent Advances in Attack and Defense Approaches of Large Language Models Jing Cui Yishi Xu Zhewei Huang Shuchang Zhou Jianbin Jiao Junge Zhang PILM AAML 57 1 0 05 Sep 2024
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models Lipeng Ma Weidong Yang Sihang Jiang Ben Fei Mingjie Zhou Shuhao Li Bo Xu Bo Xu Yanghua Xiao 66 0 0 03 Sep 2024
An Implementation of Werewolf Agent That does not Truly Trust LLMs Takehiro Sato Shintaro Ozaki Daisaku Yokoyama LLMAG 24 1 0 03 Sep 2024
A Framework for Synthetic Audio Conversations Generation using Large Language Models Kaung Myat Kyaw Jonathan Hoyin Chan SyDa 29 2 0 02 Sep 2024
CLOCR-C: Context Leveraging OCR Correction with Pre-trained Language Models Jonathan Bourne 54 4 0 30 Aug 2024
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction Melkamu Mersha Khang Lam Joseph Wood Ali AlShami Jugal Kalita XAI AI4TS 69 28 0 30 Aug 2024
Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression Haowen Hou Fei Ma Binwen Bai Xinxin Zhu Fei Yu 33 0 0 28 Aug 2024
Enhancing Robustness in Large Language Models: Prompting for Mitigating the Impact of Irrelevant Information Ming Jiang Tingting Huang Biao Guo Yao Lu Feng Zhang LRM 37 1 0 20 Aug 2024
Prefix Guidance: A Steering Wheel for Large Language Models to Defend Against Jailbreak Attacks Jiawei Zhao Kejiang Chen Xiaojian Yuan Weiming Zhang AAML 33 2 0 15 Aug 2024
P/D-Serve: Serving Disaggregated Large Language Model at Scale Yibo Jin Tao Wang Huimin Lin Mingyang Song Peiyang Li ... Haoliang Cheng Xiaojing Li Jiandong Ding Hefei Guo Zhengyong Zhang MoE 38 9 0 15 Aug 2024
A Perspective on Large Language Models, Intelligent Machines, and Knowledge Acquisition V. Cherkassky Eng Hock Lee ELM 41 1 0 13 Aug 2024
ConfusedPilot: Confused Deputy Risks in RAG-based LLMs Ayush RoyChowdhury Mulong Luo Prateek Sahu Sarbartha Banerjee Mohit Tiwari SILM 45 0 0 09 Aug 2024
LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations Lei Shi Zhimeng Liu Yi Yang Weize Wu Yuyang Zhang ... Zipeng Liu Huobin Tan Hongyi Gao Yue Zhang Ge Wang 34 0 0 06 Aug 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 78 27 0 05 Aug 2024
Can Developers Prompt? A Controlled Experiment for Code Documentation Generation L. Herrmann Tim Puhlfürß Felix Dietrich 34 3 0 01 Aug 2024
DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Exploration Chengbo Zheng Yuanhao Zhang Zeyu Huang Christopher Schroers Minrui Xu Xiaojuan Ma 37 9 0 01 Aug 2024
Effects of a Prompt Engineering Intervention on Undergraduate Students' AI Self-Efficacy, AI Knowledge and Prompt Engineering Ability: A Mixed Methods Study David James Woo Deliang Wang Tim Yung Kai Guo 33 0 0 30 Jul 2024
APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching Kun Qian Yisi Sang Farima Fatahi Bayat Anton Belyi Xianqi Chu ... Azadeh Nikfarjam Xiaoguang Qi Fei Wu Xianhan Zhang Yunyao Li LLMAG 50 4 0 29 Jul 2024
A Universal Prompting Strategy for Extracting Process Model Information from Natural Language Text using Large Language Models Julian Neuberger Lars Ackermann Han van der Aa Stefan Jablonski 39 2 0 26 Jul 2024
Supporting the Digital Autonomy of Elders Through LLM Assistance Jesse Roberts Lindsey Roberts Alice Reed 30 0 0 22 Jul 2024
Improving Minimum Bayes Risk Decoding with Multi-Prompt David Heineman Yao Dou Wei-ping Xu 36 6 0 22 Jul 2024
StuGPTViz: A Visual Analytics Approach to Understand Student-ChatGPT Interactions Zixin Chen Jiachen Wang Meng Xia Kento Shigyo Dingdong Liu Rong Zhang Huamin Qu 60 4 0 17 Jul 2024
Beyond Generative Artificial Intelligence: Roadmap for Natural Language Generation María Miró Maestre Iván Martínez-Murillo T. J. Martin Borja Navarro-Colorado Antonio Ferrández Rodríguez Armando Suárez Cueto Elena Lloret ELM LM&MA 46 0 0 15 Jul 2024
Constructing Concept-based Models to Mitigate Spurious Correlations with Minimal Human Effort Jeeyung Kim Ze Wang Qiang Qiu 43 1 0 12 Jul 2024
Arabic Automatic Story Generation with Large Language Models Ahmed Oumar El-Shangiti Fakhraddin Alwajih Muhammad Abdul-Mageed 21 0 0 10 Jul 2024
Using Large Language Models for Generating Smart Contracts for Health Insurance from Textual Policies Inwon Kang W. V. Woensel Oshani Seneviratne 27 3 0 09 Jul 2024
Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical Questions Wenxin Zhou Thuy Hang Ngo 26 2 0 09 Jul 2024
Optimising Hard Prompts with Few-Shot Meta-Prompting Sayash Raaj Hiraou 29 2 0 09 Jul 2024
Prompting Techniques for Secure Code Generation: A Systematic Investigation Catherine Tony Nicolás E. Díaz Ferreyra Markus Mutas Salem Dhiff Riccardo Scandariato SILM 76 9 0 09 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 48 9 0 08 Jul 2024
Biomedical Nested NER with Large Language Model and UMLS Heuristics Wenxin Zhou 31 1 0 07 Jul 2024
Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation Tianyu Wang Nianjun Zhou Zhixiong Chen 31 9 0 07 Jul 2024
VCoME: Verbal Video Composition with Multimodal Editing Effects Weibo Gong Xiaojie Jin Xin Li Dongliang He Xinglong Wu 40 0 0 05 Jul 2024
Towards Automating Text Annotation: A Case Study on Semantic Proximity Annotation using GPT-4 Sachin Yadav Tejaswi Choppa Dominik Schlechtweg VLM 42 4 0 04 Jul 2024
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization Yuyan Chen Zhihao Wen Ge Fan Zhengyu Chen Wei Yu Wu Dayiheng Liu Zhixu Li Bang Liu Yanghua Xiao 39 18 0 04 Jul 2024
Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets Simon Münker Kai Kugler Achim Rettinger VLM 32 0 0 26 Jun 2024
Specify What? Enhancing Neural Specification Synthesis by Symbolic Methods George Granberry Wolfgang Ahrendt Moa Johansson 39 2 0 21 Jun 2024
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers Shuoqi Sun Shengyao Zhuang Shuai Wang Guido Zuccon 42 5 0 20 Jun 2024
CryptoGPT: a 7B model rivaling GPT-4 in the task of analyzing and classifying real-time financial news Ying Zhang Matthieu Petit Guillaume Aurélien Krauth M. Labidi 26 0 0 20 Jun 2024
Dual-Phase Accelerated Prompt Optimization Muchen Yang Moxin Li Yongle Li Zijun Chen Chongming Gao Junqi Zhang Yangyang Li Fuli Feng 32 0 0 19 Jun 2024
The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance Kyle Moore Jesse Roberts Thao Pham Oseremhen Ewaleifoh Doug Fisher 42 2 0 17 Jun 2024
A Personalised Learning Tool for Physics Undergraduate Students Built On a Large Language Model for Symbolic Regression Yufan Zhu Zi-Yu Khoo Jonathan Sze Choong Low Stephane Bressan AI4Ed 35 2 0 17 Jun 2024
Large Language Models as Software Components: A Taxonomy for LLM-Integrated Applications Irene Weber 43 7 0 13 Jun 2024
FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model Yebin Lee Imseong Park Myungjoo Kang 27 11 0 10 Jun 2024
Large Language Model Assisted Adversarial Robustness Neural Architecture Search Rui Zhong Yang Cao Jun Yu M. Munetomo 30 1 0 08 Jun 2024
LogiCode: an LLM-Driven Framework for Logical Anomaly Detection Yiheng Zhang Yunkang Cao Xiaohao Xu Nong Sang 42 14 0 07 Jun 2024
PromptFix: Few-shot Backdoor Removal via Adversarial Prompt Tuning Tianrong Zhang Zhaohan Xi Ting Wang Prasenjit Mitra Jinghui Chen AAML SILM 32 2 0 06 Jun 2024
LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification Chun Liu Hongguang Zhang Kainan Zhao Xinghai Ju Lin Yang 50 4 0 06 Jun 2024
Dynamic and Adaptive Feature Generation with LLM Xinhao Zhang Jinghan Zhang Banafsheh Rekabdar Yuanchun Zhou Pengfei Wang Kunpeng Liu 46 20 0 04 Jun 2024
AI Agents Under Threat: A Survey of Key Security Challenges and Future Pathways Zehang Deng Yongjian Guo Changzhou Han Wanlun Ma Junwu Xiong Sheng Wen Yang Xiang 44 23 0 04 Jun 2024