| 2026 | DATA | Prompting vs Ensemble Architectures for Arabic English Code-Switched Classification. | Donia Ali, Salma Haytham, Sandra George, Caroline Sabty |
| 2026 | DATA | SwitchEmbed: Representation Learning for Arabic-English Code-Switched Text. | Mariam Rizkallah, Amani Ghonim, Ahmed Sherif, Caroline Sabty |
| 2026 | NLDB | Attention-Pruned SHAP: Accelerating SHAP-Based Explainability with Attention-Guided Feature Pruning. | Hamza Shafik, Ahmed Sherif, Caroline Sabty |
| 2026 | NLDB | Adapting GPT for Egyptian Arabic-English Code-Switched Sentiment Analysis Through Prompting, Retrieval, and Sentiment-Guided Fine-Tuning. | Ahmed Sherif, Reem Hussein, Caroline Sabty |
| 2025 | COLING | A Survey of Code-switched Arabic NLP: Progress, Challenges, and Future Directions. | Injy Hamed, Caroline Sabty, Slim Abdennadher, Ngoc Thang Vu, Thamar Solorio, Nizar Habash |
| 2025 | NLDB | Explainable AI for NLP: Enhancing Transparency in Sentiment Analysis and Named Entity Recognition. | Feras Elkharrat, Mohamed Ghoniem, Ahmed Sherif, Caroline Sabty |
| 2024 | MIS4TEL | Identity Shield: Cultivating Privacy Awareness Through AR for Young Adults. | Menna Singergy, John Ehab, Mohamed Rasslan, Caroline Sabty, Alia El Bolock |
| 2024 | NLDB | Bridging the Gap: Developing an Automatic Speech Recognition System for Egyptian Dialect Integration Into Chatbots. | Mazen Nabil, Aya Abdalla, Nada Sharaf, Caroline Sabty |
| 2024 | PAAMS | CARE: A Framework for Collecting and Annotating Emotions of Code-Switched Words. | Alia El Bolock, Mohamed Abouras, Caroline Sabty, Slim Abdennadher, Cornelia Herbert |
| 2024 | PRICAI | Enhanced Cognitive Distortions Detection and Classification Through Data Augmentation Techniques. | Mohamad Rasmy, Caroline Sabty, Nourhan Sakr, Alia El Bolock |
| 2024 | PRICAI | Visualizing the Unseen: Arabic Image-to-Story Generation Using Deep Learning Techniques. | Eman Saleh, Caroline Sabty |
| 2023 | CSEDU | Fact-in-a-Box: Hiding Educational Facts in Short Stories for Implicit Learning. | Alia El Bolock, Caroline Sabty, Nour Eldin Awad, Slim Abdennadher |
| 2023 | DATA | IntrusionHunter: Detection of Cyber Threats in Big Data. | Hashem Mohamed, Alia El Bolock, Caroline Sabty |
| 2022 | LREC | Enhancing Deep Learning with Embedded Features for Arabic Named Entity Recognition. | Ali L. Hatab, Caroline Sabty, Slim Abdennadher |
| 2019 | IV | Automatic Infogram Generation for Online Journalism. | Farah Khouzam, Nada Sharaf, Madeleine Saad, Caroline Sabty, Slim Abdennadher |
| 2018 | CICLING | Arabic Named Entity Recognition Using Clustered Word Embedding. | Caroline Sabty, Mohamed Elmahdy, Slim Abdennadher |