LSTM vs. GRU for Arabic Machine Translation. - Nouhaila Bensalah; Habib Ayad; Abdellah Adib; Abdelhamid Ibn El Farouk (SoCPaR, 2020)

Transformer Model and Convolutional Neural Networks (CNNs) for Arabic to English Machine Translation. - Nouhaila Bensalah; Habib Ayad; Abdellah Adib; Abdelhamid Ibn El Farouk (BDIoT, 2021)

Policy Gradient for Arabic to English Neural Machine Translation. - Mohamed Zouidine; Mohammed Khalil; Abdelhamid Ibn El Farouk (BDIoT, 2021)

CRAN: An Hybrid CNN-RNN Attention-Based Model for Arabic Machine Translation. - Nouhaila Bensalah; Habib Ayad; Abdellah Adib; Abdelhamid Ibn El Farouk (NISS (Springer), 2021)

Pre-processing and Pre-trained Word Embedding Techniques for Arabic Machine Translation. - Mohamed Zouidine; Mohammed Khalil; Abdelhamid Ibn El Farouk (ISDA (2), 2022)

A Comparative Study of Different Dimensionality Reduction Techniques for Arabic Machine Translation. - Nouhaila Bensalah; Habib Ayad; Abdellah Adib; Abdelhamid Ibn El Farouk (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Deep Reinforcement Learning for Arabic Machine Translation: A Study on Reward Signals. - Mohamed Zouidine; Mohammed Khalil; Abdelhamid Ibn El Farouk (ICALP (1), 2024)

MindWave app: Leveraging AI for Mental Health Support in English and Arabic. - Nouhaila Bensalah; Habib Ayad; Abdellah Adib; Abdelhamid Ibn El Farouk (ISIVC, 2024)

Contextualized dynamic meta embeddings based on Gated CNNs and self-attention for Arabic machine translation. - Nouhaila Bensalah; Habib Ayad; Abdellah Adib; Abdelhamid Ibn El Farouk (Int. J. Intell. Comput. Cybern., 2024)

Assessing the Impact of Static, Contextual and Character Embeddings for Arabic Machine Translation. - Nouhaila Bensalah; Habib Ayad; Abdellah Adib; Abdelhamid Ibn El Farouk (J. Inf. Knowl. Manag., 2024)