Text categorization: past and present
Automatic text categorization is the operation of sorting out the text documents into pre-
defined text categories using some machine learning algorithms. Normally, it defines the …
defined text categories using some machine learning algorithms. Normally, it defines the …
Bangla document classification using deep recurrent neural network with BiLSTM
S Rahman, P Chakraborty - … Conference on Machine Intelligence and Data …, 2021 - Springer
Classification of large unlabelled document collection is a difficult task. Natural language
processing can be used as a powerful tool for the classification of an unlabelled large …
processing can be used as a powerful tool for the classification of an unlabelled large …
An automated approach for Bangla sentence classification using supervised algorithms
Natural Language Processing (NLP) is one of the greatest familiar field of Artificial
Intelligence. Bangla text classification is become a significant problem due to the availability …
Intelligence. Bangla text classification is become a significant problem due to the availability …
Bangla document categorisation using multilayer dense neural network with tf-idf
M Chakraborty, MN Huda - 2019 1st International Conference …, 2019 - ieeexplore.ieee.org
Document categorization is a classic NLP task which includes allocating documents based
on their content into one or more predefined classes. In this paper, we proposed a model …
on their content into one or more predefined classes. In this paper, we proposed a model …
Hybrid approach for text categorization: A case study with Bangla news article
A Dhar, H Mukherjee, K Roy… - Journal of …, 2023 - journals.sagepub.com
The incredible expansion of online texts due to the Internet has intensified and revived the
interest of sorting, managing and categorising the documents into their respective domains …
interest of sorting, managing and categorising the documents into their respective domains …
Multi-Label Bengali article classification using ML-KNN algorithm and Neural Network
Multi-label classification is a very complex and critical task to solve in Natural Language
Processing and Text Mining domain. Moreover, Bengali has limited resources to work with …
Processing and Text Mining domain. Moreover, Bengali has limited resources to work with …
Bangla news classification using graph convolutional networks
Online Bangla news has rapidly increased in the era of the information age. Each news site
has its different categorization for grouping their news. The Layout and categorization of the …
has its different categorization for grouping their news. The Layout and categorization of the …
An empirical study of machine learning-based Bangla news classification methods
Technological furtherance has enabled the attainability of enormous digitized texts.
However vast unorganized text is futile. Text classification in this regard can generate …
However vast unorganized text is futile. Text classification in this regard can generate …
An in-depth exploration of Bangla blog post classification
T Islam, AI Prince, MMZ Khan, MI Jabiullah… - Bulletin of Electrical …, 2021 - beei.org
Bangla blog is increasing rapidly in the era of information, and consequently, the blog has a
diverse layout and categorization. In such an aptitude, automated blog post classification is …
diverse layout and categorization. In such an aptitude, automated blog post classification is …
Bangla Document Classification Based on Machine Learning and Explainable NLP
M Habibullah, MS Islam, FT Jahura… - 2023 6th International …, 2023 - ieeexplore.ieee.org
Massive digital texts are now accessible, thanks to technological advancement. Any amount
of disorganized writing is useless. A high-quality representative corpus of any particular …
of disorganized writing is useless. A high-quality representative corpus of any particular …