Hybrid Deep Learning-Based Approach for Enhanced Multi-Label Emotion Classification

EH Mohamed, O Ismael… - 2023 Eleventh International …, 2023 - ieeexplore.ieee.org
Nowadays, social networking is controlling our lives. Every passing second, millions of
tweets are shared by individuals through online social media platforms like Twitter as a …

Enhancing Arabic Sentiment Analysis Using AraBERT and Deep Learning Models

A Ouza, A Ouacha, A Rachidi, M El Ghmary… - … Artificial Intelligence and …, 2024 - Springer
The Arabic language possesses intricate morphology and relatively limited resources, and
its syntax remains less explored in comparison to English. The complexity of this linguistic …

Sentiment Analysis by Deep Learning Techniques

A Rachidi, A Ouacha, M El Ghmary - The International Conference on …, 2023 - Springer
This study focuses on sentiment analysis in Arabic texts using the embedding approach of
AraBERT and various neural network architectures, including CNN, LSTM, GRU, BI-LSTM …

Sentiment Analysis Method Based on Improved Feature Vector

W Zhang, S Chen, C Li, G Liu… - 2023 7th Asian …, 2023 - ieeexplore.ieee.org
Sentiment analysis is an important task in the field of natural language processing. The
purpose of this article is to combine manually organized sentiment dictionaries with deep …