Bangla natural language processing: A comprehensive analysis of classical, machine learning, and deep learning-based methods
The Bangla language is the seventh most spoken language, with 265 million native and non-
native speakers worldwide. However, English is the predominant language for online …
native speakers worldwide. However, English is the predominant language for online …
A review of bangla natural language processing tasks and the utility of transformer models
Bangla--ranked as the 6th most widely spoken language across the world (https://www.
ethnologue. com/guides/ethnologue200), with 230 million native speakers--is still …
ethnologue. com/guides/ethnologue200), with 230 million native speakers--is still …
An evolutionary approach to comparative analysis of detecting Bangla abusive text
T Islam, N Ahmed, S Latif - Bulletin of Electrical Engineering and Informatics, 2021 - beei.org
The use of Bangla abusive texts has been accelerated with the progressive use of social
media. Through this platform, one can spread the hatred or negativity in a viral form. Plenty …
media. Through this platform, one can spread the hatred or negativity in a viral form. Plenty …
Performance analysis of different word embedding models on bangla language
In this paper we discuss the performance of three-word embedding methods on Bangla
corpus. Word embedding is a big part of natural language processing related research …
corpus. Word embedding is a big part of natural language processing related research …
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages
Spelling error correction is the task of identifying and rectifying misspelled words in texts. It is
a potential and active research topic in Natural Language Processing because of numerous …
a potential and active research topic in Natural Language Processing because of numerous …
Dpcspell: A transformer-based detector-purificator-corrector framework for spelling error correction of bangla and resource scarce indic languages
Spelling error correction is the task of identifying and rectifying misspelled words in texts. It is
a potential and active research topic in Natural Language Processing because of numerous …
a potential and active research topic in Natural Language Processing because of numerous …
Improving stemming for Assamese information retrieval
A Gogoi, N Baruah, SK Sarma, RD Phukan - International Journal of …, 2021 - Springer
To enhance the Assamese stemmer several approaches and solutions by researchers have
been proposed. Such stemmers are important as the features are often applied for …
been proposed. Such stemmers are important as the features are often applied for …
Bangla aspect-based sentiment analysis based on corresponding term extraction
FA Naim - 2021 International Conference on Information and …, 2021 - ieeexplore.ieee.org
Aspect-based sentiment analysis is a text analysis technique that extracts and separates
each aspect term and identifies the sentiment polarity associated with each aspect term …
each aspect term and identifies the sentiment polarity associated with each aspect term …
Analysis of Bangla transformation of sentences using machine learning
In many languages, various language processing tools have been developed. The work of
the Bengali NLP is getting richer day by day. Sentence pattern recognition in Bangla is a …
the Bengali NLP is getting richer day by day. Sentence pattern recognition in Bangla is a …
An in-depth exploration of Bangla blog post classification
T Islam, AI Prince, MMZ Khan, MI Jabiullah… - Bulletin of Electrical …, 2021 - beei.org
Bangla blog is increasing rapidly in the era of information, and consequently, the blog has a
diverse layout and categorization. In such an aptitude, automated blog post classification is …
diverse layout and categorization. In such an aptitude, automated blog post classification is …