20 citations · 21 across the 6 of their papers we have counts for
5 papers · 1 filter
Documentation vs. Code Patterns: What Drives LLM-Based Exception Oracle Generation?
Soneya Binta Hossain, Matthew B. Dwyer, Tasfia Tasnim
LLM-based test oracle generation (TOG) methods report high accuracy on exception oracle generation, but it remains unclear what evidence drives these predictions. In particular, do…
PROGRESS: Property-Guided Regression Search for Semantic Falsification
Davis Tocheuk Mo, Noshin Ulfat, Matthew B. Dwyer +1
Search-based regression-test generation effectively explores complex program structures, yielding high structural coverage, but its oracles are derived from the system under test:…
Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation
Soneya Binta Hossain, Raygan Taylor, Matthew Dwyer
Code documentation is a critical aspect of software development, serving as a bridge between human understanding and machine-readable code. Beyond assisting developers in understan…
TOGLL: Correct and Strong Test Oracle Generation with LLMs
Soneya Binta Hossain, Matthew Dwyer
Test oracles play a crucial role in software testing, enabling effective bug detection. Despite initial promise, neural-based methods for automated test oracle generation often res…
Artifact: Measuring and Mitigating Gaps in Structural Testing
Soneya Binta Hossain, Matthew B. Dwyer, Sebastian Elbaum +1
The artifact used for evaluating the experimental results of Measuring and Mitigating Gaps in Structural Testing is publicly available on GitHub, Software Heritage and figshare, an…