A hybrid word embedding model based on admixture of poisson-gamma latent dirichlet allocation model and distributed word-document- topic representation

A hybrid word embedding model based on admixture of poisson-gamma latent dirichlet allocation model and distributed word-document- topic representation

This paper proposes a hybrid Poisson-Gamma Latent Dirichlet Allocation (PGLDA) model designed for modelling word dependencies to accommodate the semantic representation of words. The new model simultaneously overcomes the shortcomings of complexity by using LDA as the baseline model as well as adequ...

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Bibliographic Details
Main Authors: Bala, Ibrahim Bakari, Saringat, Mohd Zainuri, Mustapha, Aida
Format: Article
Language:English
Published: Little Lion Scientific 2020
Subjects:
TP Chemical technology
Online Access:http://eprints.uthm.edu.my/6132/
http://eprints.uthm.edu.my/6132/1/AJ%202020%20%28203%29.pdf

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