Siamese Neural Networks on the Trail of Similarity in Bugs in 5G Mobile Network Base Stations
To improve the R&D process by reducing duplicated bug tickets, we used the idea of composing a BERT encoder as a Siamese network to create a system for finding similar existing tickets. We proposed several different methods of generating artificial ticket pairs to augment the training set. Two p...
Main Authors: | Sebastian Zarębski, Aleksander Kuzmich, Sebastian Sitko, Krzysztof Rusek, Piotr Chołda |
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Format: | Article |
Language: | English |
Published: |
MDPI AG
2022-11-01
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Series: | Electronics |
Subjects: | |
Online Access: | https://www.mdpi.com/2079-9292/11/22/3664 |
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