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A Cooperative Lightweight Translation Algorithm Combined with Sparse-ReLU

In the field of natural language processing (NLP), machine translation algorithm based on Transformer is challenging to deploy on hardware due to a large number of parameters and low parametric sparsity of the network weights. Meanwhile, the accuracy of lightweight machine translation networks also...

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Detalles Bibliográficos
Autores principales: Xu, Xintao, Liu, Yi, Chen, Gang, Ye, Junbin, Li, Zhigang, Lu, Huaxiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9167065/
https://www.ncbi.nlm.nih.gov/pubmed/35669640
http://dx.doi.org/10.1155/2022/4398839