BERT Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets

no code implementations • COLING (WANLP) 2020 • Fouzi Harrag, Maria Debbah, Kareem Darwish, Ahmed Abdelali

To the best of our knowledge, this work is the first study where ARABERT and GPT2 were combined to detect and classify the Arabic auto-generated texts.

Face Swapping Sentence +2

Arabic Opinion Mining Using a Hybrid Recommender System Approach

no code implementations • 16 Sep 2020 • Fouzi Harrag, Abdulmalik Salman Al-Salman, Alaa Alquahtani

This research proposed a hybrid approach combining sentiment analysis and recommender systems to tackle the problem of data sparsity problems by predicting the rating of products from users reviews using text mining and NLP techniques.

Opinion Mining Recommendation Systems +1

Quran Intelligent Ontology Construction Approach Using Association Rules Mining

no code implementations • 7 Aug 2020 • Fouzi Harrag, Abdullah Al-Nasser, Abdullah Al-Musnad, Rayan Al-Shaya

Ontology can be seen as a formal representation of knowledge.

Information Retrieval Retrieval