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Using BERT and Augmentation in Named Entity Recognition for Cybersecurity Domain

The paper presents the results of applying the BERT representation model in the named entity recognition task for the cybersecurity domain in Russian. Several variants of the model were investigated. The best results were obtained using the BERT model, trained on the target collection of information...

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Detalles Bibliográficos
Autores principales: Tikhomirov, Mikhail, Loukachevitch, N., Sirotina, Anastasiia, Dobrov, Boris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298172/
http://dx.doi.org/10.1007/978-3-030-51310-8_2