Improving the Accuracy and Effectiveness of Text Classification Based on the Integration of the Bert Model and a Recurrent Neural Network (RNN_Bert_Based)

This paper proposes a new robust model for text classification on the Stanford Sentiment Treebank v2 (SST-2) dataset in terms of model accuracy. We developed a Recurrent Neural Network Bert based (RNN_Bert_based) model designed to improve classification accuracy on the SST-2 dataset. This dataset co...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Chanthol Eang, Seungjae Lee
Format:	Article
Language:	English
Published:	MDPI AG 2024-09-01
Subjects:	RNN_Bert_based KNN_Bert_based Bert RNN SST-2 dataset
Online Access:	https://www.mdpi.com/2076-3417/14/18/8388