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Mourad Hussein Kaib

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Review Open access Sep 2026

"Sentiment Analysis: Four-Class Classification Models (Positive, Negative, Neutral, and Sarcastic) and Artificial Intelligence Challenges"

 Sentiment Analysis (SA) is a fundamental application of Natural Language Processing (NLP), historically relying on a three-way classification (positive, negative, neutral) to evaluate public opinion trends. However, sarcasm poses a critical challenge to these systems due to "polarity inversion," leading to misleading...

Abeiad Abulqasim Al-Taqazi, Mourad Hussein Kaib, Sulaiman Abduljalil Al-Moudi · 0 citations

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