March 3, 2026Open Access

Opinion Mining of Students Feedback on Online Education Using BiLSTM-Attention and Transformer Models

Key Points

Feedback analysis shows significant insights into student perceptions of online education.
BiLSTM and attention mechanisms enhance the accuracy of opinion mining in feedback data.
This analysis incorporates transformer models for improved understanding of sentiment trends.
Implications suggest that advanced models may enable better educational strategies based on student feedback.

Abstract

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Cite This Study

Karan Marshal J (Thu,) studied this question.

synapsesocial.com/papers/69a76025c6e9836116a2c9a5 https://doi.org/https://doi.org/10.56975/ijrar.v13i1.326832

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