An Empirical Evaluation of Using Large Language Models for Automated Unit Test Generation

1 code implementation • 13 Feb 2023 • Max Schäfer, Sarah Nadi, Aryaz Eghbali, Frank Tip

This paper presents a large-scale empirical evaluation on the effectiveness of LLMs for automated unit test generation without additional training or manual effort, providing the LLM with the signature and implementation of the function under test, along with usage examples extracted from documentation.

Few-Shot Learning Language Modelling +1