A Complete Process of Text Classification System Using State‐of‐the‐Art NLP Models

V Dogra, S Verma, Kavita, P Chatterjee… - Computational …, 2022 - Wiley Online Library
With the rapid advancement of information technology, online information has been
exponentially growing day by day, especially in the form of text documents such as news …

[PDF][PDF] A review of machine learning algorithms for text-documents classification

A Khan, B Baharudin, LH Lee, K Khan - Journal of advances in …, 2010 - academia.edu
With the increasing availability of electronic documents and the rapid growth of the World
Wide Web, the task of automatic categorization of documents became the key method for …

[PDF][PDF] Review of Text Classification Methods on Deep Learning.

H Wu, Y Liu, J Wang - Computers, Materials & Continua, 2020 - pdfs.semanticscholar.org
Text classification has always been an increasingly crucial topic in natural language
processing. Traditional text classification methods based on machine learning have many …

[PDF][PDF] A comparative review on deep learning models for text classification

M Zulqarnain, R Ghazali, YMM Hassim… - Indones. J. Electr. Eng …, 2020 - academia.edu
Text classification is a fundamental task in several areas of natural language processing
(NLP), including words semantic classification, sentiment analysis, question answering, or …

[HTML][HTML] Analytics of machine learning-based algorithms for text classification

SU Hassan, J Ahamed, K Ahmad - Sustainable operations and computers, 2022 - Elsevier
Text classification is the most vital area in natural language processing in which text data is
automatically sorted into a predefined set of classes. The application of text classification is …

[PDF][PDF] Text classification using machine learning techniques.

M Ikonomakis, S Kotsiantis, V Tampakas - WSEAS transactions on …, 2005 - Citeseer
Automated text classification has been considered as a vital method to manage and process
a vast amount of documents in digital forms that are widespread and continuously …

Text classification research with attention-based recurrent neural networks

C Du, L Huang - International Journal of Computers Communications & …, 2018 - univagora.ro
Text classification is one of the principal tasks of machine learning. It aims to design proper
algorithms to enable computers to extract features and classify texts automatically. In the …

Exploring deep learning approaches for Urdu text classification in product manufacturing

MP Akhter, Z Jiangbin, IR Naqvi… - Enterprise Information …, 2022 - Taylor & Francis
From last decade, machine learning (ML) techniques have been used for Urdu text
processing. Due to lack of language resources, potential of deep learning (DL) models have …

A comparative analysis of logistic regression, random forest and KNN models for the text classification

K Shah, H Patel, D Sanghvi, M Shah - Augmented Human Research, 2020 - Springer
In the current generation, a huge amount of textual documents are generated and there is an
urgent need to organize them in a proper structure so that classification can be performed …

A Review on Comparison of Machine Learning Algorithms for Text Classification

M Dhingra, D Dhabliya, MK Dubey… - … and Informatics (IC3I …, 2022 - ieeexplore.ieee.org
The majority of the data is preserved as text (about 75%), hence It is believed that text
mining has a significant commercial potential. Unstructured texts continue to be the most …