2 papers
cs.SE2025
Assertion-Aware Test Code Summarization with Large Language Models
Anamul Haque Mollah, Ahmed Aljohani, Hyunsook Do
Unit tests often lack concise summaries that convey test intent, especially in auto-generated or poorly documented codebases. Large Language Models (LLMs) offer a promising solutio…
cs.SE2025
Assertion Messages with Large Language Models (LLMs) for Code
Ahmed Aljohani, Anamul Haque Mollah, Hyunsook Do
Assertion messages significantly enhance unit tests by clearly explaining the reasons behind test failures, yet they are frequently omitted by developers and automated test-generat…