Large Language Models for Test-Free Fault Localization

Fault Localization (FL) aims to automatically localize buggy lines of code, a key first step in many manual and automatic debugging tasks. Previous FL techniques assume the provision of input tests, and often require extensive program analysis, program instrumentation, or data preprocessing. Prior w...

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Bibliographic Details

Published in:	Proceedings / International Conference on Software Engineering pp. 165 - 176
Main Authors:	Yang, Aidan Z.H., Goues, Claire Le, Martins, Ruben, Hellendoorn, Vincent J.
Format:	Conference Proceeding
Language:	English
Published:	ACM 14.04.2024
Subjects:	Adaptation models Codes Computer bugs Computing methodologies → Neural networks Deep learning Location awareness Manuals Software and its engineering → Software functional properties Training
ISSN:	1558-1225
Online Access:	Get full text
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