About me
Welcome to my website! 👋 I am a PhD student at the Computational Linguistics Group of the University of Groningen. I am part of the NWO-funded project InDeep: Interpreting Deep Learning Models for Text and Sound, focusing on interpretability for neural machine translation. I am supervised by Arianna Bisazza, Malvina Nissim and Grzegorz Chrupała.
Previously, I was a research scientist at Aindo, a student in the Data Science MSc at University of Trieste & SISSA and a founding member of the AI Student Society. My master’s thesis with the ItaliaNLP Lab in Pisa was about the study of linguistic complexity using gaze recordings and neural language models.
My research focuses on interpretability for NLP models, in particular to the benefit of end-users and by leveraging human behavioral signals. I am also passionate about social applications of machine learning, ethical AI, and open source collaboration.
Interests
- Conditional Text Generation
- Interpretability for Deep Learning
- Behavioral Data for NLP
- Uncertainty Estimation in NLP
Education
-
PhD in Natural Language Processing
University of Groningen (NL), 2021 - Ongoing
-
MSc. in Data Science and Scientific Computing
University of Trieste & SISSA (IT), 2018 - 2020
-
DEC in Software Management
Cégep de Saint-Hyacinthe (CA), 2015 - 2018
Experience
-
Applied Scientist Intern
Amazon Web Services (US), 2022
-
Research Scientist
Aindo (IT), 2020 - 2021
-
Visiting Research Assistant
ILC-CNR ItaliaNLP Lab (IT), 2019
