Leveraging the meta-embedding for text classification in a resource-constrained language
This paper proposes an intelligent text classification framework for a resource-constrained
language like Bengali, which is considered a challenging task due to the lack of standard …
language like Bengali, which is considered a challenging task due to the lack of standard …
Sentiment Classification in Bengali News Comments using a hybrid approach with Glove
Sentiment analysis (SA) is a greater part of Natural Language Processing (NLP) in the
research field. Previously a lot of work was done by SA in various languages. Most of the …
research field. Previously a lot of work was done by SA in various languages. Most of the …
[PDF][PDF] Classification of heterogeneous Malayalam documents based on structural features using deep learning models
BNB Jayakumari, AT Kavana - International Journal of Electrical and …, 2023 - academia.edu
The proposed work gives a comparative study on performance of various pretrained deep
learning models for classifying Malayalam documents such as agreement documents …
learning models for classifying Malayalam documents such as agreement documents …
Covtexminer: Covid text mining using cnn with domain-specific glove embedding
The Covid-19 pandemic imposes a significant impact on human life. Due to the pandemic,
all over the globe is reducing physical communication and increasing virtual communication …
all over the globe is reducing physical communication and increasing virtual communication …
Sentiment analysis on user reaction for online food delivery services using bert model
In this era of the information age, a major number of people spend their time on social
networking sites. Among different social networking sites, Facebook is one of the most …
networking sites. Among different social networking sites, Facebook is one of the most …
Toward embedding hyperparameters optimization: Analyzing their impacts on deep leaning-based text classification
In the last few years, an enormous amount of unstructured text documents has been added
to the World Wide Web because of the availability of electronics gadgets and increases the …
to the World Wide Web because of the availability of electronics gadgets and increases the …
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 grou** their news. The Layout and categorization of the …
has its different categorization for grou** 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 …
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 …
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset
The selection of features for text classification is a fundamental task in text mining and
information retrieval. Despite being the sixth most widely spoken language in the world …
information retrieval. Despite being the sixth most widely spoken language in the world …