Publications

Chadi Helwe, Sminon Coumes, Chloé Clavel, Fabian Suchanek (2022). TINA: Textual Inference with Negation Augmentation. Findings of the Association for Computational Linguistics: EMNLP 2022.

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Chadi Helwe, Chloé Clavel, Fabian Suchanek (2022). LogiTorch: A PyTorch-based library for logical reasoning on natural language. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: System Demonstrations.

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Chadi Helwe, Chloé Clavel, Fabian Suchanek (2021). Reasoning with transformer-based models: Deep learning, but shallow reasoning. 3rd Conference on Automated Knowledge Base Construction (AKBC 2021).

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Chadi Helwe, Ghassan Dib, Mohsen Shamas, Shady Elbassuoni (2020). A Semi-Supervised BERT Approach for Arabic Named Entity Recognition. Proceedings of the Fifth Arabic Natural Language Processing Workshop (WANLP 2020).

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Chadi Helwe, Shady Elbassuoni, Ahmad Dhaini, Lily Chacra, Shady Awwad (2020). A Deep Learning Approach to Detect the Demarcation Line in OCT Images. 24th Annual Conference on Medical Image Understanding and Analysis (MIUA 2020).

Chadi Helwe, Shady Elbassuoni, Ayman Al Zaatari, Wassim El-Hajj (2019). Assessing Arabic Weblog Credibility via Deep Co-learning. Proceedings of the Fourth Arabic Natural Language Processing Workshop (WANLP 2019).

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Chadi Helwe, Shady Elbassuoni (2019). Arabic Named Entity Recognition via Deep Co-learning. Artificial Intelligence Review (AI Review 2019).

Chadi Helwe, Shady Elbassuoni, Mirabelle Geha, Eveline Hitti, Carla Makhlouf Obermeyer (2017). CCS Coding of Discharge Diagnoses via Deep Neural Networks. Proceedings of the 2017 International Conference on Digital Health (DH 2017).

Mohammed Elrazzaz, Shady Elbassuoni, Khaled Shaban, Chadi Helwe (2017). Methodical Evaluation of Arabic Word Embeddings. Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017).

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