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BioVAE: a pre-trained latent variable language model for biomedical text mining

SUMMARY: Large-scale pre-trained language models (PLMs) have advanced state-of-the-art (SOTA) performance on various biomedical text mining tasks. The power of such PLMs can be combined with the advantages of deep generative models. These are examples of these combinations. However, they are trained...

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Detalles Bibliográficos
Autores principales: Trieu, Hai-Long, Miwa, Makoto, Ananiadou, Sophia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8756089/
https://www.ncbi.nlm.nih.gov/pubmed/34636886
http://dx.doi.org/10.1093/bioinformatics/btab702