CAT-LM Training Language Models on Aligned Code And Tests

Testing is an integral but often neglected part of the software development process. Classical test generation tools such as EvoSuite generate behavioral test suites by optimizing for coverage, but tend to produce tests that are hard to understand. Language models trained on code can generate code t...

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Bibliographic Details

Published in:	IEEE/ACM International Conference on Automated Software Engineering : [proceedings] pp. 409 - 420
Main Authors:	Rao, Nikitha, Jain, Kush, Alon, Uri, Goues, Claire Le, Hellendoorn, Vincent J.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 11.09.2023
Subjects:	code-test alignment Codes Data models large language models Runtime Software test completion test generation Test pattern generators Training
ISSN:	2643-1572
Online Access:	Get full text
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