Emanuela Boros
emanuela.boros@epfl.ch +41 21 693 50 33
Citizenship: French (française)
Web site: Web site: https://dhlab.epfl.ch
Fields of expertise
Machine (deep) learning, Natural language processing, Digital humanities, Contemporary art (photography, video)
Professional course
Research Engineer & Assistant Professor
La Rochelle Université
2020-2022
Machine Learning Scientist
TEKLIA
2017-2020
Research Scientist
Laboratoire de l'Accélérateur Linéaire (LAL)
2016-2017
Education
Ph.D
Informatique
Université Paris-Saclay (Université Paris-XI), LIMSI, CEA
2013-2018
B.Sc., M.Sc.
Informatique (génie logiciel)
Université Alexandru Ioan Cuza
2007-2012
B.A., M.A.
Arts visuels et design
Université nationale des arts George Enescu
2007-2012
Publications
Infoscience publications
Investigating OCR-Sensitive Neurons to Improve Entity Recognition in Historical Documents
2025. 26th International Conference on Asia-Pacific Digital Libraries, Bandar Sunway, Malaysia, 2024-12-04 - 2024-12-06. p. 54 - 66. DOI : 10.1007/978-981-96-0865-2_5.Post-correction of Historical Text Transcripts with Large Language Models: An Exploratory Study
2024. The 8th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, St Julian's, Malta, March 22, 2024. p. 133 - 159.Where Did the News Come From? Detection of News Agency Releases in Historical Newspapers
2023Yes but.. Can ChatGPT Identify Entities in Historical Documents?
2023. 23rd ACM/IEEE Joint Conference on Digital Libraries (JCDL), Santa Fe, NM, JUN 26-30, 2023. p. 184 - 189. DOI : 10.1109/JCDL57899.2023.00034.Teaching & PhD
Supervision & Co-supervision
PhD students: Nhu Khoa Nguyen, Stephen Mutuvi, Beatriz Martínez TornésMaster students: Martin Maarand, Lea Marxen, Marin Guy Piguet, Danae Christine Papadopoulos
Bachelor students: Max Eley
Industry : Quentin Telnoff