MOCKMILL uses mocking information from existing tests to guide LLMs in producing unit tests that achieve higher code coverage and kill more mutants than prior tests or baseline LLM approaches on 10 Java classes.
Mseqgen: object-oriented unit-test generation via mining source code
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Improving LLM-Driven Test Generation by Learning from Mocking Information
MOCKMILL uses mocking information from existing tests to guide LLMs in producing unit tests that achieve higher code coverage and kill more mutants than prior tests or baseline LLM approaches on 10 Java classes.