Strategies for enhancing the performance of news article classification in bangla: Handling imbalance and interpretation
The rapid increase in obtainable online text data has made text categorization an important
tool for data analysts to extract relevant information on the web. However, incorrect or …
tool for data analysts to extract relevant information on the web. However, incorrect or …
[HTML][HTML] Evaluation of open and closed-source LLMs for low-resource language with zero-shot, few-shot, and chain-of-thought prompting
As the global deployment of Large Language Models (LLMs) increases, the demand for
multilingual capabilities becomes more crucial. While many LLMs excel in real-time …
multilingual capabilities becomes more crucial. While many LLMs excel in real-time …
Punctuation prediction in bangla text
H Rahman, MRS Rahin, AM Mahbub… - ACM Transactions on …, 2023 - dl.acm.org
Punctuation prediction is critical as it can enhance the readability of machine-transcribed
speeches or texts significantly by adding appropriate punctuation. Furthermore, systems like …
speeches or texts significantly by adding appropriate punctuation. Furthermore, systems like …
NewsNet: A Comprehensive Neural Network Hybrid Model for Efficient Bangla News Categorization
Through the internet, Bangla news has grown enormously within the modern era of digital
information. Every news outlet came up with its own categorizing system in order to handle …
information. Every news outlet came up with its own categorizing system in order to handle …
Explainable Bengali Multiclass News Classification
The automatic classification of news articles is crucial in the era of information overflow as it
assists readers in accessing relevant information in a timely manner. Even though text …
assists readers in accessing relevant information in a timely manner. Even though text …
Performance comparison of different machine learning classifiers in categorizing bangla news articles
In the digital age, the amount of online Bangla news has increased rapidly. For organizing
their news, each news source has its own system for categorization. Because of the …
their news, each news source has its own system for categorization. Because of the …
Bidirectional LSTM with attention mechanism for automatic Bangla news categorization in terms of news captions
M Shopon - … Systems and Intelligent Computing: Proceedings of …, 2020 - Springer
The aim of any classification problem is to create a set of models that can classify the class
of different texts and objects. Text classification is known as one such application. This …
of different texts and objects. Text classification is known as one such application. This …
[CYTOWANIE][C] Classification of Bangla news articles using Machine Learning Classifiers and Multi-layer Dense Neural Network
ASM Siam, MM Hasan, MMH Jony - 2023