ChatGPT Prompt Patterns for Improving Code Quality, Refactoring, Requirements Elicitation, and Software Design

11 March 2023

Papers citing "ChatGPT Prompt Patterns for Improving Code Quality, Refactoring, Requirements Elicitation, and Software Design"

48 / 48 papers shown

Title
Advancing Software Quality: A Standards-Focused Review of LLM-Based Assurance Techniques Avinash Patil 17 0 0 19 May 2025
Boosting Universal LLM Reward Design through Heuristic Reward Observation Space Evolution Zen Kit Heng Zimeng Zhao Tianhao Wu Yuanfei Wang Mingdong Wu Yangang Wang Hao Dong 42 0 0 10 Apr 2025
ARLO: A Tailorable Approach for Transforming Natural Language Software Requirements into Architecture using LLMs Tooraj Helmi 35 0 0 08 Apr 2025
A Convex formulation for linear discriminant analysis Sai Vijay Kumar Surineela Prathyusha Kanakamalla Harigovind Harikumar Tomojit Ghosh 59 0 0 17 Mar 2025
Toward Neurosymbolic Program Comprehension Alejandro Velasco Aya Garryyeva David Nader-Palacio Antonio Mastropaolo Denys Poshyvanyk 47 0 0 03 Feb 2025
SmartLLMSentry: A Comprehensive LLM Based Smart Contract Vulnerability Detection Framework Oualid Zaazaa H. Bakkali 76 2 0 28 Nov 2024
The importance of visual modelling languages in generative software engineering Roberto Rossi 84 1 0 27 Nov 2024
LLM4DS: Evaluating Large Language Models for Data Science Code Generation Nathalia Nascimento Everton Guimaraes Sai Sanjna Chintakunta Santhosh Anitha Boominathan ALM ELM 79 2 0 16 Nov 2024
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization Wanhua Li Zibin Meng Jiawei Zhou D. Wei Chuang Gan Hanspeter Pfister LRM VLM 29 5 0 28 Oct 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 44 1 0 20 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 30 0 05 Aug 2024
A Qualitative Study on Using ChatGPT for Software Security: Perception vs. Practicality Youjia Fu M. A. Babar Shuqiu Tan 36 2 0 01 Aug 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
Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation Tianyu Wang Nianjun Zhou Zhixiong Chen 34 9 0 07 Jul 2024
Performance-Aligned LLMs for Generating Fast Code Daniel Nichols Pranav Polasam Harshitha Menon Aniruddha Marathe T. Gamblin A. Bhatele 37 8 0 29 Apr 2024
To what extent is ChatGPT useful for language teacher lesson plan creation? A. Dornburg Kristin Davin 43 1 0 25 Apr 2024
Model Generation with LLMs: From Requirements to UML Sequence Diagrams Alessio Ferrari Sallam Abualhaija Chetan Arora 42 7 0 09 Apr 2024
Unlocking Adaptive User Experience with Generative AI Yutan Huang Tanjila Kanij Anuradha Madugalla Shruti Mahajan Chetan Arora John C. Grundy 59 2 0 08 Apr 2024
Automated User Story Generation with Test Case Specification Using Large Language Model Tajmilur Rahman Yuecai Zhu 29 8 0 02 Apr 2024
An Exploratory Study on Upper-Level Computing Students' Use of Large Language Models as Tools in a Semester-Long Project Ben Arie Tanay Lexy Arinze S. Joshi Kirsten A. Davis James C. Davis 21 12 0 27 Mar 2024
Leveraging Large Language Models to Detect npm Malicious Packages Nusrat Zahan Philipp Burckhardt Mikola Lysenko Feross Aboukhadijeh Laurie A. Williams 43 2 0 18 Mar 2024
LLM-based agents for automating the enhancement of user story quality: An early report Zheying Zhang Maruf Rayhan Tomas Herda Manuel Goisauf Pekka Abrahamsson LLMAG 22 11 0 14 Mar 2024
Advancing GenAI Assisted Programming--A Comparative Study on Prompt Efficiency and Code Quality Between GPT-4 and GLM-4 Angus Yang Zehan Li Jie Li 38 4 0 20 Feb 2024
Had enough of experts? Quantitative knowledge retrieval from large language models David Selby Kai Spriestersbach Yuichiro Iwashita Dennis Bappert Archana Warrier Sumantrak Mukherjee Muhammad Nabeel Asim Koichi Kise Sebastian Vollmer 47 0 0 12 Feb 2024
Assessing the Impact of Prompting Methods on ChatGPT's Mathematical Capabilities Yuhao Chen Chloe Wong Hanwen Yang Juan Aguenza Sai Bhujangari ... Eric Phuong Minghao Liu Raja Kumar Vanshika Vats James Davis 37 1 0 22 Dec 2023
Refactoring Programs Using Large Language Models with Few-Shot Examples Atsushi Shirafuji Yusuke Oda Jun Suzuki Makoto Morishita Yutaka Watanobe 24 34 0 20 Nov 2023
Large Language Models to the Rescue: Reducing the Complexity in Scientific Workflow Development Using ChatGPT Mario Sanger Ninon De Mecquenem Katarzyna Ewa Lewiñska Vasilis Bountris Fabian Lehmann Ulf Leser Thomas Kosch 36 4 0 03 Nov 2023
ChatGPT for Vulnerability Detection, Classification, and Repair: How Far Are We? Michael Fu Chakkrit Tantithamthavorn Van Nguyen Trung Le SILM ELM 36 59 0 15 Oct 2023
Knowledge Engineering using Large Language Models Bradley Paul Allen Lise Stork Paul T. Groth 25 24 0 01 Oct 2023
How much can ChatGPT really help Computational Biologists in Programming? C. R. Rahman Limsoon Wong AI4CE 18 2 0 17 Sep 2023
Toward Reproducing Network Research Results Using Large Language Models Qiao Xiang Yuling Lin Mingjun Fang Bang Huang Siyong Huang Ridi Wen Franck Le Lingyu Kong Jiwu Shu 32 3 0 09 Sep 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 39 332 0 21 Aug 2023
From Commit Message Generation to History-Aware Commit Message Completion Aleksandra V. Eliseeva Yaroslav Sokolov Egor Bogomolov Yaroslav Golubev Danny Dig T. Bryksin 33 20 0 15 Aug 2023
Enhancing Network Management Using Code Generated by Large Language Models Sathiya Kumaran Mani Yajie Zhou Kevin Hsieh Santiago Segarra Ranveer Chandra Srikanth Kandula 44 22 0 11 Aug 2023
An Empirical Study on Using Large Language Models to Analyze Software Supply Chain Security Failures Tanmay Singla Dharun Anandayuvaraj Kelechi G. Kalu Taylor R. Schorlemmer James C. Davis 26 13 0 09 Aug 2023
Decoding ChatGPT: A Taxonomy of Existing Research, Current Challenges, and Possible Future Directions S. Sohail Faiza Farhat Yassine Himeur Mohammad Nadeem D. Madsen Yashbir Singh Shadi Atalla W. Mansoor 38 115 0 26 Jul 2023
Harnessing LLMs in Curricular Design: Using GPT-4 to Support Authoring of Learning Objectives Pragnya Sridhar Aidan Doyle Arav Agarwal Chris Bogart Jaromír Šavelka M. Sakr 50 43 0 30 Jun 2023
LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT Le Zhuo Ruibin Yuan Jiahao Pan Yi Ma Yizhi Li ... Chenghua Lin Emmanouil Benetos Wenhu Chen Wei Xue Yi-Ting Guo 38 16 0 29 Jun 2023
Toward Pioneering Sensors and Features Using Large Language Models in Human Activity Recognition Haruzo Kaneko Sozo Inoue 27 4 0 28 Jun 2023
FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair Sakina Fatima Hadi Hemmati Lionel C. Briand 34 5 0 21 Jun 2023
Evaluating Privacy Questions From Stack Overflow: Can ChatGPT Compete? Zack Delile Sean Radel Joe Godinez Garrett Engstrom Theo Brucker Kenzie Young S. Ghanavati SILM 35 11 0 19 Jun 2023
Towards the Exploitation of LLM-based Chatbot for Providing Legal Support to Palestinian Cooperatives Rabee Qasem Banan Tantour Mohammed Maree AILaw 32 9 0 09 Jun 2023
ChatGPT for PLC/DCS Control Logic Generation Heiko Koziolek Sten Gruener Virendra Ashiwal AI4CE 15 22 0 25 May 2023
Comparing Software Developers with ChatGPT: An Empirical Investigation Nathalia Nascimento Paulo S. C. Alencar Donald D. Cowan 21 29 0 19 May 2023
One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era Chaoning Zhang Chenshuang Zhang Chenghao Li Yu Qiao Sheng Zheng ... Sung-Ho Bae Lik-Hang Lee Pan Hui In So Kweon Choong Seon Hong LM&MA AI4MH LRM ELM 44 130 0 04 Apr 2023
ChatGPT for Programming Numerical Methods Ali Kashefi T. Mukerji ALM 16 62 0 21 Mar 2023
NL2CMD: An Updated Workflow for Natural Language to Bash Commands Translation Quchen Fu Zhongwei Teng Marco Georgaklis Jules White C. Schmidt 27 6 0 15 Feb 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 275 2,549 0 06 Oct 2022