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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Main Authors: Bala, Ibrahim Bakari, Saringat, Mohd Zainuri, Mustapha, Aida
格式: Article
語言:English
出版: Little Lion Scientific 2020
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在線閱讀:http://eprints.uthm.edu.my/6132/1/AJ%202020%20%28203%29.pdf
http://eprints.uthm.edu.my/6132/
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