Sentence embedding and fine-tuning to automatically identify duplicate bugs

Sentence embedding and fine-tuning to automatically identify duplicate bugs

Industrial software maintenance is critical but burdensome. Activities such as detecting duplicate bug reports are often performed manually. Herein an automated duplicate bug report detection system improves maintenance efficiency using vectorization of the contents and deep learning–based sentence...

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Bibliographic Details
Main Authors: Haruna Isotani, Hironori Washizaki, Yoshiaki Fukazawa, Tsutomu Nomoto, Saori Ouji, Shinobu Saito
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Computer Science
Subjects:
bug reports
duplicate detection
BERT
sentence embedding
natural language processing
information retrieval
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2022.1032452/full

Internet

https://www.frontiersin.org/articles/10.3389/fcomp.2022.1032452/full

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