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A deep learning approach in predicting products’ sentiment ratings: a comparative analysis

We present a benchmark comparison of several deep learning models including Convolutional Neural Networks, Recurrent Neural Network and Bi-directional Long Short Term Memory, assessed based on various word embedding approaches, including the Bi-directional Encoder Representations from Transformers (...

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Detalles Bibliográficos
Autores principales: Balakrishnan, Vimala, Shi, Zhongliang, Law, Chuan Liang, Lim, Regine, Teh, Lee Leng, Fan, Yue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8569508/
https://www.ncbi.nlm.nih.gov/pubmed/34754140
http://dx.doi.org/10.1007/s11227-021-04169-6