Cover Image

Validating LLM-Generated Programs with Metamorphic Prompt Testing

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Xiaoyin, Zhu, Dakai
Format:	Preprint
Published:	2024
Subjects:	Software Engineering Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Metamorphic Testing Approach to Diagnosing Memorization in LLM-Based Program Repair
by: De Koning, Milan, et al.
Published: (2026)

MR-Coupler: Automated Metamorphic Test Generation via Functional Coupling Analysis
by: Xu, Congying, et al.
Published: (2026)

Evaluating Human Trajectory Prediction with Metamorphic Testing
by: Spieker, Helge, et al.
Published: (2024)

ASSURE: Metamorphic Testing for AI-powered Browser Extensions
by: Gao, Xuanqi, et al.
Published: (2025)

Tests as Prompt: A Test-Driven-Development Benchmark for LLM Code Generation
by: Cui, Yi
Published: (2025)

Metamorphic Testing of Large Language Models for Natural Language Processing
by: Cho, Steven, et al.
Published: (2025)

Metamorphic Testing of Deep Code Models: A Systematic Literature Review
by: Asgari, Ali, et al.
Published: (2025)

LLM Test Generation via Iterative Hybrid Program Analysis
by: Gu, Sijia, et al.
Published: (2025)

Static Program Analysis Guided LLM Based Unit Test Generation
by: Roychowdhury, Sujoy, et al.
Published: (2025)

The Prompt Alchemist: Automated LLM-Tailored Prompt Optimization for Test Case Generation
by: Gao, Shuzheng, et al.
Published: (2025)

Metamorphic Testing for Audio Content Moderation Software
by: Wang, Wenxuan, et al.
Published: (2025)

PromptPex: Automatic Test Generation for Language Model Prompts
by: Sharma, Reshabh K, et al.
Published: (2025)

The Future of Software Testing: AI-Powered Test Case Generation and Validation
by: Baqar, Mohammad, et al.
Published: (2024)

TENET: Leveraging Tests Beyond Validation for Code Generation
by: Hu, Yiran, et al.
Published: (2025)

LGMT: Logic-Grounded Metamorphic Testing for Evaluating the Reasoning Reliability of LLMs
by: Zhou, Zenghui, et al.
Published: (2026)

Multi-Agent Specification-based Metamorphic Testing of FMU-Based Simulations
by: Kulshreshtha, Ashir, et al.
Published: (2026)

Metamorphic Testing for Pose Estimation Systems
by: Duran, Matias, et al.
Published: (2025)

Integrating Artificial Intelligence with Human Expertise: An In-depth Analysis of ChatGPT's Capabilities in Generating Metamorphic Relations
by: Zhang, Yifan, et al.
Published: (2025)

Call-Chain-Aware LLM-Based Test Generation for Java Projects
by: Wang, Guancheng, et al.
Published: (2026)

The Readability Spectrum: Patterns, Issues, and Prompt Effects in LLM-Generated Code
by: Ye, Hengzhi, et al.
Published: (2026)

STELP: Secure Transpilation and Execution of LLM-Generated Programs
by: Shinde, Swapnil, et al.
Published: (2026)

VerilogReader: LLM-Aided Hardware Test Generation
by: Ma, Ruiyang, et al.
Published: (2024)

Can LLM Generate Regression Tests for Software Commits?
by: Liu, Jing, et al.
Published: (2025)

Bias Testing and Mitigation in LLM-based Code Generation
by: Huang, Dong, et al.
Published: (2023)

Online Prompt Selection for Program Synthesis
by: Li, Yixuan, et al.
Published: (2025)

Efficient Fairness Testing in Large Language Models: Prioritizing Metamorphic Relations for Bias Detection
by: Giramata, Suavis, et al.
Published: (2025)

Evaluating LLM-Based Test Generation Under Software Evolution
by: Haroon, Sabaat, et al.
Published: (2026)

HoarePrompt: Structural Reasoning About Program Correctness in Natural Language
by: Bouras, Dimitrios Stamatios, et al.
Published: (2025)

LAUDE: LLM-Assisted Unit Test Generation and Debugging of Hardware DEsigns
by: Nandal, Deeksha, et al.
Published: (2026)

Impact of Code Context and Prompting Strategies on Automated Unit Test Generation with Modern General-Purpose Large Language Models
by: Walczak, Jakub, et al.
Published: (2025)

Prompt2DAG: A Modular Methodology for LLM-Based Data Enrichment Pipeline Generation
by: Alidu, Abubakari, et al.
Published: (2025)

RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation
by: Gan, Tiantian, et al.
Published: (2025)

LogiCase: Effective Test Case Generation from Logical Description in Competitive Programming
by: Sung, Sicheol, et al.
Published: (2025)

CoCoEvo: Co-Evolution of Programs and Test Cases to Enhance Code Generation
by: Li, Kefan, et al.
Published: (2025)

Rethinking the Value of Agent-Generated Tests for LLM-Based Software Engineering Agents
by: Chen, Zhi, et al.
Published: (2026)

Investigating The Smells of LLM Generated Code
by: Paul, Debalina Ghosh, et al.
Published: (2025)

LLM-Based Test Case Generation in DBMS through Monte Carlo Tree Search
by: Chen, Yujia, et al.
Published: (2026)

Search-based Selection of Metamorphic Relations for Optimized Robustness Testing of Large Language Models
by: Hyun, Sangwon, et al.
Published: (2025)

Task-oriented Prompt Enhancement via Script Generation
by: Wang, Chung-Yu, et al.
Published: (2024)

Automated Validation of LLM-based Evaluators for Software Engineering Artifacts
by: Fandina, Ora Nova, et al.
Published: (2025)