Publications

Peer-Reviewed Papers

2020


1. A Semi-Supervised BERT Approach for Arabic Named Entity Recognition. Chadi Helwe, Ghassan Dib, Mohsen Shamas, Shady Elbassuoni. In: The 5th Arabic Natural Language Workshop (to appear) [.pdf]

2. Detection of Demarcation Line in OCT Images using Semi-Weakly Supervised Learning. Chadi Helwe, Shady Elbassuoni, Ahmad Dhaini, Lily Chacra and Shady Awwad. In: The 24th Conference on Medical Image Understanding and Analysis [.pdf]

2019


1. Arabic Named Entity Recognition via Deep Co-learning. Chadi Helwe, Shady Elbassuoni. In: Artificial Intelligence Review52(1), 197-215, 2019 [.pdf]

2. Assessing Arabic Weblog Credibility via Deep Co-learning. Chadi Helwe, Shady Elbassuoni, Ayman Al Zaatari, Wassim El Hajj. In: Proceedings of the 4th Arabic Natural Language Processing Workshop (WANLP@ACL 2019), 130-136, Florence, Italy, July 2019 [.pdf]

3. Accelerated Corneal Cross-linking Using 20 Minutes Riboflavin With Hydroxypropyl Methylcellulose Soaking Time Versus Conventional Cross-linking. Shady Awwad, Lily Chacra, Chadi Helwe, Ahmad Dhaini, Farhad Hafezi, Emilio Torres and Madeleine Yehia. In: Proceedings of the International CXL Experts Meeting 2019, Zurich, Switzerland, December 2019 [.pdf]

4. Corneal Haze After Cross-linking for Keratoconus Eyes With and Without Mitomycin C Application. Shady Awwad, Lily Chacra, Chadi Helwe, Ahmad Dhaini, Farhad Hafezi, Emilio Torres and Talar Telvizian. In: Proceedings of the International CXL Experts Meeting 2019, Zurich, Switzerland, December 2019 [.pdf]

2017

1. CCS Coding of Discharge Diagnoses via Deep Neural Networks. Chadi Helwe, Shady Elbassuoni, Mirabelle Geha, Eveline HiŠtti, and Carla Makhlouf Obermeyer. In: Proceedings of the 7th International Conference on Digital Health (DH 2017)175-179, London, United Kingdom, July 2017 [.pdf] [presentation]

2.  Methodical Evaluation of Arabic Word Embeddings. Mohammed Elrazzaz, Shady Elbassuoni, Khaled Shaban and Chadi Helwe. In:  Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017), 454-458, Vancouver, Canada, August 2017 [.pdf]

3.  Reconfigurable and Adaptive Spark Applications. Bilal Farraj, Wael Al Rahal Al Orabi, Chadi Helwe, Mohamad Jaber, Mohamad Kayali and Mohamed Nassar. In: Proceedings of the 7th International Conference on Cloud Computing and Services Science (CLOSER 2017)84-91, Porto, Portugal, April 2017 [.pdf]