Papers › BULNER: BUg Localization with word embeddings and NEtwork Regularization

BULNER: BUg Localization with word embeddings and NEtwork Regularization

26 Aug 2019arXiv:1908.09876archive 2025-07-28

Jacson Rodrigues Barbosa, Ricardo Marcondes Marcacini, Ricardo Britto, Frederico Soares, Solange Rezende, Auri M. R. Vincenzi, Marcio E. Delamaro

Bug localization (BL) from the bug report is the strategic activity of the software maintaining process. Because BL is a costly and tedious activity, BL techniques information retrieval-based and machine learning-based could aid software engineers. We propose a method for BUg Localization with word embeddings and Network Regularization (BULNER). The preliminary results suggest that BULNER has better performance than two state-of-the-art methods.

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BIG-bench Machine LearningInformation RetrievalRetrievalWord Embeddings

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