Comparative study between traditional machine learning and deep learning approaches for text classification

CN Kamath, SS Bukhari, A Dengel - Proceedings of the ACM …, 2018 - dl.acm.org
In this contemporaneous world, it is an obligation for any organization working with
documents to end up with the insipid task of classifying truckload of documents, which is the …

[PDF][PDF] Arabic text classification using deep learning technics

S Boukil, M Biniz, F El Adnani, L Cherrat… - … journal of grid and …, 2018 - researchgate.net
Text classification is the process of gathering documents into classes and categories based
on their contents. This process is becoming more important due to the huge textual …

[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 …

A review of state art of text classification algorithms

A Bhavani, BS Kumar - 2021 5th international conference on …, 2021 - ieeexplore.ieee.org
In the recent years, the categorization of text documents into predefined classifications has
perceived a growing interest due to the growing of documents in digital form and needs to …

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 …

[PDF][PDF] Empirical studies on machine learning based text classification algorithms

SC Dharmadhikari, M Ingle, P Kulkarni - Advanced Computing, 2011 - academia.edu
Automatic classification of text documents has become an important research issue now
days. Proper classification of text documents requires information retrieval, machine learning …

Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification

MN Asim, MU Ghani, MA Ibrahim, W Mahmood… - Neural Computing and …, 2021 - Springer
In order to provide benchmark performance for Urdu text document classification, the
contribution of this paper is manifold. First, it provides a publicly available benchmark …

[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 …

A survey on text classification: From traditional to deep learning

Q Li, H Peng, J Li, C Xia, R Yang, L Sun… - ACM Transactions on …, 2022 - dl.acm.org
Text classification is the most fundamental and essential task in natural language
processing. The last decade has seen a surge of research in this area due to 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 …