Cover Image

Integrating Artificial Intelligence with Human Expertise: An In-depth Analysis of ChatGPT's Capabilities in Generating Metamorphic Relations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Yifan, Towey, Dave, Pike, Matthew, Luu, Quang-Hung, Liu, Huai, Chen, Tsong Yueh
Format:	Preprint
Published:	2025
Subjects:	Software Engineering Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Metamorphic Relation Generation: State of the Art and Visions for Future Research
by: Li, Rui, et al.
Published: (2024)

LLM-Based Static Verification of Code Against Natural-Language Requirements: An Industrial Experience Report
by: Zhou, Zhi Quan, et al.
Published: (2026)

Bidirectional Empowerment of Metamorphic Testing and Large Language Models: A Systematic Survey
by: Zheng, Zheng, et al.
Published: (2026)

Exploring ChatGPT's Capabilities on Vulnerability Management
by: Liu, Peiyu, et al.
Published: (2023)

MORTAR: Multi-turn Metamorphic Testing for LLM-based Dialogue Systems
by: Guo, Guoxiang, et al.
Published: (2024)

An Empirical Study of ChatGPT-Related Projects and Their Issues on GitHub
by: Lin, Zheng, et al.
Published: (2024)

Is ChatGPT 3 safe for students?
by: Kotovich, Julia, et al.
Published: (2024)

DevGPT: Studying Developer-ChatGPT Conversations
by: Xiao, Tao, et al.
Published: (2023)

Unveiling the Role of ChatGPT in Software Development: Insights from Developer-ChatGPT Interactions on GitHub
by: Li, Ruiyin, et al.
Published: (2025)

Why Do Developers Engage with ChatGPT in Issue-Tracker? Investigating Usage and Reliance on ChatGPT-Generated Code
by: Das, Joy Krishan, et al.
Published: (2024)

ChatGPT and Human Synergy in Black-Box Testing: A Comparative Analysis
by: Kirinuki, Hiroyuki, et al.
Published: (2024)

Pros and Cons! Evaluating ChatGPT on Software Vulnerability
by: Yin, Xin
Published: (2024)

The role of library versions in Developer-ChatGPT conversations
by: Raj, Rachna, et al.
Published: (2024)

Evaluating and Improving ChatGPT-Based Expansion of Abbreviations
by: Jiang, Yanjie, et al.
Published: (2024)

Self-collaboration Code Generation via ChatGPT
by: Dong, Yihong, et al.
Published: (2023)

Prompt-Enhanced Software Vulnerability Detection Using ChatGPT
by: Zhang, Chenyuan, et al.
Published: (2023)

SOGPTSpotter: Detecting ChatGPT-Generated Answers on Stack Overflow
by: Ma, Suyu, et al.
Published: (2026)

An Empirical Study of the Non-determinism of ChatGPT in Code Generation
by: Ouyang, Shuyin, et al.
Published: (2023)

How I Learned to Stop Worrying and Love ChatGPT
by: Przymus, Piotr, et al.
Published: (2025)

Exploring ChatGPT App Ecosystem: Distribution, Deployment and Security
by: Yan, Chuan, et al.
Published: (2024)

On Repairing Quantum Programs Using ChatGPT
by: Guo, Xiaoyu, et al.
Published: (2024)

Evaluation of the Code Generation Capabilities of ChatGPT 4: A Comparative Analysis in 19 Programming Languages
by: Gilbert, L. C.
Published: (2025)

Fight Fire with Fire: How Much Can We Trust ChatGPT on Source Code-Related Tasks?
by: Yu, Xiao, et al.
Published: (2024)

ChatGPT for Code Refactoring: Analyzing Topics, Interaction, and Effective Prompts
by: AlOmar, Eman Abdullah, et al.
Published: (2025)

Development of an automatic modification system for generated programs using ChatGPT
by: Yoshida, Jun, et al.
Published: (2024)

Porting an LLM based Application from ChatGPT to an On-Premise Environment
by: Paloniemi, Teemu, et al.
Published: (2025)

Investigating the Utility of ChatGPT in the Issue Tracking System: An Exploratory Study
by: Das, Joy Krishan, et al.
Published: (2024)

Test Adequacy for Metamorphic Testing: Criteria, Measurement, and Implication
by: Fu, An, et al.
Published: (2024)

Scenario‐Driven Metamorphic Testing for Autonomous Driving Simulators
by: Yifan Zhang, et al.
Published: (2024)

No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation
by: Yuan, Zhiqiang, et al.
Published: (2023)

ChatGPT Inaccuracy Mitigation during Technical Report Understanding: Are We There Yet?
by: Tamanna, Salma Begum, et al.
Published: (2024)

On the Possibility of Breaking Copyleft Licenses When Reusing Code Generated by ChatGPT
by: Colombo, Gaia, et al.
Published: (2025)

ChatGPT as a Software Development Bot: A Project-based Study
by: Waseem, Muhammad, et al.
Published: (2023)

Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT
by: Donato, Benedetta, et al.
Published: (2025)

Investigating Developers' Preferences for Learning and Issue Resolution Resources in the ChatGPT Era
by: Tayeb, Ahmad, et al.
Published: (2024)

Enhancing Class Diagram Dynamics: A Natural Language Approach with ChatGPT
by: Rouabhia, Djaber, et al.
Published: (2024)

How to Refactor this Code? An Exploratory Study on Developer-ChatGPT Refactoring Conversations
by: AlOmar, Eman Abdullah, et al.
Published: (2024)

CUPID: Leveraging ChatGPT for More Accurate Duplicate Bug Report Detection
by: Zhang, Ting, et al.
Published: (2023)

Is ChatGPT a Good Software Librarian? An Exploratory Study on the Use of ChatGPT for Software Library Recommendations
by: Latendresse, Jasmine, et al.
Published: (2024)

Unveiling ChatGPT's Usage in Open Source Projects: A Mining-based Study
by: Tufano, Rosalia, et al.
Published: (2024)