A novel approach for dimension reduction using word embedding: An enhanced text classification approach

A novel approach for dimension reduction using word embedding: An enhanced text classification approach

One of the challenging tasks in text classification is to reduce the dimensional feature space. This paper discusses an enhanced text classification method using Bag-of-Words representation model with term frequency-inverse document frequency (tf-idf) and word embedding technique ‘GloVe’ to find wor...

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Bibliographic Details
Main Authors: Ksh. Nareshkumar Singh, S. Dickeeta Devi, H. Mamata Devi, Anjana Kakoti Mahanta
Format: Article
Language:English
Published: Elsevier 2022-04-01
Series:International Journal of Information Management Data Insights
Subjects:
Dimension reduction
Document representation
GloVe
Term weighting
Online Access:http://www.sciencedirect.com/science/article/pii/S2667096822000052

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http://www.sciencedirect.com/science/article/pii/S2667096822000052

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