Personal profile

Research interests

My research interests focus 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.

My PhD project, conducted under the supervision of Arianna Bisazza and Malvina Nissim, aims to empower users of neural machine translation systems by developing interpretable and interactive tools for more efficient professional post-editing.

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 4 - Quality Education
  • SDG 10 - Reduced Inequalities

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Collaborations and top research areas from the last five years

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  • eScience Center Fellowship

    Sarti, G. (Recipient), May-2023

    Prize: Fellowship awarded competitivelyAcademic