The Marathi language is one of the prominent languages used in India. It is predominantly
spoken by the people of Maharashtra. Over the past decade, the usage of language on …

Abstract Natural Language Processing (NLP) and especially natural language text analysis
have seen great advances in recent times. Usage of deep learning in text processing has …

The advances in deep learning (DL) models have proven to achieve outstanding results in
text classification tasks. This success is due to DL models' potential to reach high accuracy …

Advancement in information technology produced massive textual material that is available
online. Text classification algorithms are at the core of many natural language processing …

Recently, deep learning has achieved impressive success in text mining and Natural
Language Processing tasks. Bert is one of the remarkably rewarding deep learning models …

Over the last decade Deep learning-based models surpasses classical machine learning
models in a variety of text classification tasks. The primary challenge with text classification …

Text classification is the process of discriminating predetermined text into a certain class or
some certain classes. Text categorization has important applications in redundant filtering …

Huge amounts of text data are produced every day. Processing text data that accumulates
and grows exponentially every day requires the use of appropriate automation tools. Text …

In recent years, it has become possible to perform text classification with high accuracy by
using convolutional neural networks (CNNs). Zhang et al. decomposed words into …

Despite the fact that text classification has grown in relevance over the last decade, there are
a plethora of approaches that have been created to meet the difficulties related with text …