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Nona Naderi

I am a postdoctoral researcher working with Prof. Patrick Ruch at HES-SO/SIB. I earned my Ph.D. in Computer Science (Computational Linguistics) at University of Toronto under the supervision of Prof. Graeme Hirst. My research is in the area of computational linguistics and natural language processing. I am interested in developing computational models to solve interdisciplinary problems.

Recent Publications:

  • Julien Knafou, Nona Naderi, Jenny Copara, Douglas Teodoro, Patrick Ruch. BiTeM at WNUT 2020 Shared Task-1: Named Entity Recognition over Wet Lab Protocols using an Ensemble of Contextual Language Models. To appear in Proceedings of The 6th Workshop on Noisy User-generated Text (WNUT 2020), 2020.
  • Jenny Copara, Nona Naderi, Julien Knafou, Patrick Ruch, Douglas Teodoro. Named entity recognition in chemical patents using ensemble of contextual language models. Working Notes of CLEF, 2020.
  • Jiayuan He, Dat Quoc Nguyen, Saber A. Akhondi, ChristianDruckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Jingqi Wang, YuankaiRen, Zhi Zhang, Yaoyun Zhang, Mai Hoang Dao, Pedro Ruas, Andre Lamurias, Francisco M Couto, Jenny Copara, Nona Naderi, JulienKnafou, Patrick Ruch, Douglas Teodoro, Daniel Lowe, John Mayfield, Abdullatif K ̈oksal, Hilal D ̈onmez, Elif ̈Ozkırımlı, Arzucan ̈Ozgur, Darshini Mahendran, Gabrielle Gurdin, Nastassja Lewinski,Christina Tang, Bridget T. McInnes, Malarkodi C.S., Pattabhi Rk Rao, Sobha Lalitha Devi, Lawrence Cavedon, Trevor Cohn, TimothyBaldwin, and Karin Verspoor. An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents.(link is external) Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, 2020.
  • Jenny Copara, Julien Knafou, Nona Naderi, Claudia Moro, Patrick Ruch, Douglas Teodoro. Contextualized French Language Models for Biomedical Named Entity Recognition(link is external).(link is external) In: Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 31e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues. Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 31e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues. ATALA; 2020.
  • Douglas Teodoro, Julien Knafou, Nona Naderi, Emilie Pasche,Julien Gobeill, Cecilia N. Arighi, Patrick Ruch. UPCLASS: a deep learning-based classifier for UniProtKB entry publications(link is external). Database, 2020.