People in the Arab world prefer to use their dialects in writing while using social media sites
which results in generating a significant amount of texts. Sentiment analysis in texts is one of …

Abstract Language models have proved to achieve high performances and outperform state
of the art results in the Natural Language Processing field. More specifically, Bidirectional …

Pre-trained models have accomplished high performances with the introduction of the
Transformers like the Bidirectional Encoder Representations from Transformers known for …

Deep learning models such as Convolutional Neural Network (CNN) and Long Short-Term
Memory (LSTM) models have recently emerged as effective solutions to various NLP tasks …