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A Method of Short Text Representation Based on the Feature Probability Embedded Vector

Text representation is one of the key tasks in the field of natural language processing (NLP). Traditional feature extraction and weighting methods often use the bag-of-words (BoW) model, which may lead to a lack of semantic information as well as the problems of high dimensionality and high sparsit...

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Detalles Bibliográficos
Autores principales: Zhou, Wanting, Wang, Hanbin, Sun, Hongguang, Sun, Tieli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6749449/
https://www.ncbi.nlm.nih.gov/pubmed/31466389
http://dx.doi.org/10.3390/s19173728