--- title: "Mahmoud Al-Ayyoub — papers of 2019 — Elamur Research" description: "Mahmoud Al-Ayyoub — papers of 2019: 4 papers on Elamur Research, the most cited first — what each work is about in our own words." canonical: "https://research.elamur.ai/free/en/authors/mahmoud-al-ayyoub/year/2019/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mahmoud-al-ayyoub/year/2019/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Mahmoud Al-Ayyoub](https://md.research.elamur.ai/free/en/authors/mahmoud-al-ayyoub/) / 2019 # Mahmoud Al-Ayyoub — papers of 2019 — Elamur Research 4 papers · [all years of Mahmoud Al-Ayyoub](https://md.research.elamur.ai/free/en/authors/mahmoud-al-ayyoub/#years) - [Arabic Text Diacritization Using Deep Neural Networks arXiv:1905.01965](https://md.research.elamur.ai/free/en/papers/fadel-2019-arabic-text-diacritization-using-deep/) — Ali Fadel, Ibraheem Tuffaha, Bara' Al-Jawarneh, et al. · 2019 · 71 citations - [Neural Arabic Text Diacritization: State of the Art Results and a Novel Approach for Machine Translation](https://md.research.elamur.ai/free/en/papers/fadel-2019-neural-arabic-text-diacritization-state/) — Ali Fadel, Ibraheem Tuffaha, Bara' Al-Jawarneh, et al. · Semitic languages · 32 citations **[Team JUST at the MADAR Shared Task on Arabic Fine-Grained Dialect Identification](https://md.research.elamur.ai/free/en/papers/talafha-2019-team-just-madar-shared-task/) [Arabic Natural Language Processing Workshop (WANLP)](https://md.research.elamur.ai/free/en/venues/wanlp/)**Bashar Talafha, Ali Fadel, Mahmoud Al-Ayyoub, et al.*2019 · 17 citations* **[Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic](https://md.research.elamur.ai/free/en/papers/fadel-2019-tha3aroon-nsurl-2019-task-8/) [International Workshop on NLP Solutions for Under Resourced Languages co-located with ICNLSP - Short Papers](https://md.research.elamur.ai/free/en/venues/nsurl/)**Ali Fadel, Ibraheem Tuffaha, Mahmoud Al-Ayyoub*2019 · 4 citations*