Transfer learning for sentiment analysis using BERT based supervised fine-tuning

NJ Prottasha, AA Sami, M Kowsher, SA Murad… - Sensors, 2022 - mdpi.com
The growth of the Internet has expanded the amount of data expressed by users across
multiple platforms. The availability of these different worldviews and individuals' emotions …

Mining social media text for disaster resource management using a feature selection based on forest optimization

A Bhoi, RC Balabantaray, D Sahoo, G Dhiman… - Computers & Industrial …, 2022 - Elsevier
Resource management is an essential task that needs to be performed by the government
or any disaster management agency during natural disasters. During these critical …

Application of quantum recurrent neural network in low resource language text classification

W Yu, L Yin, C Zhang, Y Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Text sentiment analysis is an important task in natural language processing and has always
been a hot research topic. However, in low-resource regions such as South Asia, where …

Bengali sentiment analysis of e-commerce product reviews using k-nearest neighbors

MT Akter, M Begum, R Mustafa - 2021 International conference …, 2021 - ieeexplore.ieee.org
The sentiment analysis of the Bengali language is converting into a trendy research topic
nowadays. Sentiment analysis is a useful technique in opinion mining, emotion extraction …

Sentilstm: a deep learning approach for sentiment analysis of restaurant reviews

E Hossain, O Sharif, MM Hoque, IH Sarker - International Conference on …, 2020 - Springer
The amount of textual data generation has increased enormously due to the effortless
access of the Internet and the evolution of various web 2.0 applications. These textual data …

[HTML][HTML] Exploring Transformer models in the sentiment analysis task for the under-resource Bengali language

MN Hoque, U Salma, MJ Uddin, MM Ahamad… - Natural Language …, 2024 - Elsevier
In the sentiment analysis (SA) task, we can obtain a positive or negative-typed comment or
feedback from an online user or a customer about any object, such as a movie, drama, food …

Classification of textual sentiment using ensemble technique

MMR Mamun, O Sharif, MM Hoque - SN Computer Science, 2022 - Springer
In recent years, the widespread use of the Internet has resulted in a revolutionary way for
people to share their feelings or sentiment on blogs, social media, e-commerce sites, and …

MemoSen: A multimodal dataset for sentiment analysis of memes

E Hossain, O Sharif, MM Hoque - Proceedings of the Thirteenth …, 2022 - aclanthology.org
Posting and sharing memes have become a powerful expedient of expressing opinions on
social media in recent days. Analysis of sentiment from memes has gained much attention to …

Sentiment analysis on movie review using Naïve Bayes

NL Adam, NH Rosli, SC Soh - 2021 2nd international …, 2021 - ieeexplore.ieee.org
Sentiment analysis is needed because the analysis of the emotion is somehow complicated
due to slang phrases, misspellings, short-forms, recurring characters, the use of dialects …

Opinion mining and text analytics of reader reviews of Yoko Ogawa's the Housekeeper and the Professor in Goodreads

NB Sofian, P Keikhosrokiani, MP Asl - Handbook of research on …, 2022 - igi-global.com
With the development of online social network platforms and social cataloging applications,
large amounts of datasets are being generated daily in the form of users' reviews …