Arabic text classification using deep learning models

A Elnagar, R Al-Debsi, O Einea - Information Processing & Management, 2020 - Elsevier
Text classification or categorization is the process of automatically tagging a textual
document with most relevant labels or categories. When the number of labels is restricted to …

[PDF][PDF] A Novel Approach for Text Classification using Recurrent Neural Networks

D Sameera, DP Kavadi - 2020 International Journal of Advanced …, 2020 - researchgate.net
Text classification also known as text categorization is a classical task in natural
languageprocessing. The main aim of text classification is assigning one or more predefined …

Persian text classification based on deep neural networks

MR Feizi-Derakhshi, Z Mottaghinia… - Soft Computing …, 2022 - scj.kashanu.ac.ir
Nowadays, according to the growing volume of electronic documents, the classification of
text has attracted the attention of information retrieval researchers. Considering the …

Text Classification Based on Neural Network Fusion

D Kim - Tehnički glasnik, 2023 - hrcak.srce.hr
Sažetak The goal of text classification is to identify the category to which the text belongs.
Text categorization is widely used in email detection, sentiment analysis, topic marking and …

Deep learning-based classification of news texts using doc2vec model

HB Dogru, S Tilki, A Jamil… - 2021 1st International …, 2021 - ieeexplore.ieee.org
The rapid increment in internet usage has also resulted in bulk gerenation of text data.
Therefore, investigation of new techniques for automatic classification of textual content is …

[PDF][PDF] A systematic review of text classification research based on deep learning models in Arabic language

A Wahdan, S Hantoobi, SA Salloum… - Int. J. Electr. Comput …, 2020 - academia.edu
Classifying or categorizing texts is the process by which documents are classified into
groups by subject, title, author, etc. This paper undertakes a systematic review of the latest …

A survey of text classification models

JX Yang, L Bai, Y Guo - Proceedings of the 2020 2nd International …, 2020 - dl.acm.org
With the rapid development of artificial intelligence, text classification method based on deep
learning model has surpassed traditional machine learning method in various aspects. This …

Persian text classification via character-level convolutional neural networks

S Ghasemi, AH Jadidinejad - 2018 8th Conference of AI & …, 2018 - ieeexplore.ieee.org
Text classification is an important task in the field of text mining. Due to the ever-increasing
volume of text data on the Internet, text classification is needed more than ever before. In the …

A deep learning approach for arabic text classification

K Sundus, F Al-Haj, B Hammo - 2019 2nd international …, 2019 - ieeexplore.ieee.org
Advancement in information technology produced massive textual material that is available
online. Text classification algorithms are at the core of many natural language processing …

A study on a joint deep learning model for myanmar text classification

MS Phyu, KT Nwet - 2020 IEEE Conference on Computer …, 2020 - ieeexplore.ieee.org
Text classification is one of the most critical areas of research in the field of natural language
processing (NLP). Recently, most of the NLP tasks achieve remarkable performance by …