5 papers
Understanding on the Edge: LLM-generated Boundary Test Explanations
Sabinakhon Akbarova, Felix Dobslaw, Robert Feldt
Boundary value analysis and testing (BVT) is fundamental in software quality assurance because faults tend to cluster at input extremes, yet testers often struggle to understand an…
Challenges in Testing Large Language Model Based Software: A Faceted Taxonomy
Felix Dobslaw, Robert Feldt, Juyeon Yoon +1
Large Language Models (LLMs) and Multi-Agent LLMs (MALLMs) introduce non-determinism unlike traditional or machine learning software, requiring new approaches to verifying correctn…
SETBVE: Quality-Diversity Driven Exploration of Software Boundary Behaviors
Sabinakhon Akbarova, Felix Dobslaw, Francisco Gomes de Oliveira Neto +1
Software systems exhibit distinct behaviors based on input characteristics, and failures often occur at the boundaries between input domains. Traditional Boundary Value Analysis (B…
Automatic techniques for issue report classification: A systematic mapping study
Muhammad Laiq, Felix Dobslaw
Several studies have evaluated automatic techniques for classifying software issue reports to assist practitioners in effectively assigning relevant resources based on the type of…
Building Collaborative Learning: Exploring Social Annotation in Introductory Programming
Francisco Gomes de Oliveira Neto, Felix Dobslaw
The increasing demand for software engineering education presents learning challenges in courses due to the diverse range of topics that require practical applications, such as pro…