2024-07-02
ArabBert-LSTM: improving Arabic sentiment analysis based on transformer model and Long Short-Term Memory
2024-07-02 • Wael Alosaimi, Hager Saleh, Ali A. Hamzah, Nora El-Rashidy, Abdullah Alharb, Ahmed Elaraby, Sherif Mostafa
Sentiment analysis also referred to as opinion mining, plays a significant role in automating the identification of negative, positive, or neutral sentiments expressed in textual data. The proliferation of social networks, review sites, and blogs has rendered these platforms valuable resources for mining opinions. Sentiment analysis finds applications in various domains and languages, including English and Arabic. However, Arabic presents unique challenges due to its complex morphology characterized by inflectiona…