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Fracture Mechanics Method for Word Embedding Generation of Neural Probabilistic Linguistic Model

Word embedding, a lexical vector representation generated via the neural linguistic model (NLM), is empirically demonstrated to be appropriate for improvement of the performance of traditional language model. However, the supreme dimensionality that is inherent in NLM contributes to the problems of...

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Detalles Bibliográficos
Autores principales: Bi, Size, Liang, Xiao, Huang, Ting-lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5029052/
https://www.ncbi.nlm.nih.gov/pubmed/27698659
http://dx.doi.org/10.1155/2016/3506261