An Enhanced Sentiment Analysis Framework Based on Pre-Trained Word Embedding. - Ensaf Hussein Mohamed; Mohammed ElSaid Moussa; Mohamed Hassan Haggag (Int. J. Comput. Intell. Appl., 2020)

akaBERT at SemEval-2022 Task 6: An Ensemble Transformer-based Model for Arabic Sarcasm Detection. - Abdulrahman Mohamed Kamr; Ensaf Hussein Mohamed (SemEval@NAACL, 2022)

QSST: A Quranic Semantic Search Tool based on word embedding. - Ensaf Hussein Mohamed; Eyad Mohamed Shokry (J. King Saud Univ. Comput. Inf. Sci., 2022)

An ensemble transformer-based model for Arabic sentiment analysis. - Omar Mohamed; Aly M. Kassem; Ali Ashraf; Salma Jamal; Ensaf Hussein Mohamed (Soc. Netw. Anal. Min., 2023)

Evaluating Large Language Models for Arabic Sentiment Analysis: A Comparative Study Using Retrieval-Augmented Generation. - Salma Khaled; Ensaf Hussein Mohamed; Walaa Medhat 001 (ACLING, 2024)

T5-LDSum: Leveraging T5 Transformer in Hybrid Abstractive-Extractive Long Document Summarization. - Mostafa Magdy; Abdelrahman M. Abdelbaky; Ensaf Hussein Mohamed (NILES, 2024)

Arafakedetect: enhancing fake health news detection with ensemble learning on AraCovidVac. - Samar Mahmoud; Amal Elsayed Aboutabl; Ensaf Hussein Mohamed (Soc. Netw. Anal. Min., 2024)

Bias Detection in Media: Traditional Models vs. Transformers in Analyzing Social Media Coverage of the Israeli-Gaza Conflict. - Marryam Yahya Mohammed; Esraa Ismail Mohamed; Mariam Nabil Esmat; Yomna Ashraf Nagib; Nada Ahmed Radwan; Ziad Mohamed Elshaer; Ensaf Hussein Mohamed (COLING Workshops, 2025)

Multilingual Propaganda Detection: Exploring Transformer-Based Models mBERT, XLM-RoBERTa, and mT5. - Mohamed Ibrahim Ragab; Ensaf Hussein Mohamed; Walaa Medhat 001 (COLING Workshops, 2025)

Hands-on analysis of using large language models for the auto evaluation of programming assignments. - Kareem Mohamed; Mina Yousef; Walaa Medhat 001; Ensaf Hussein Mohamed; Ghada Khoriba; Tamer Arafa (Inf. Syst., 2025)

BeGrading: large language models for enhanced feedback in programming education. - Mina Yousef; Kareem Mohamed; Walaa Medhat 001; Ensaf Hussein Mohamed; Ghada Khoriba; Tamer Arafa (Neural Comput. Appl., 2025)