DARIO ONORATI

PhD Student

PhD program:: XXXVII
email: dario.onorati@uniroma1.it




supervisor: Fabio Massimo Zanzotto

2021 - present: PhD student in Data Science, XXXVII cicle
2020 - present: Enel, Rome, Italy, Software Engineer
2017 - 2019: MSc in "Computer Science" at Tor Vergata, University of Rome
2014 - 2017: BSc in "Computer Science" at Tor Vergata, University of Rome

Research Area:
- Natural Language Processing
- Machine Learning
- Explainable Artificial Intelligence

Publications:
- 2022: The Dark Side of the Language: Pre-trained Transformers in the DarkNet, at CoRR
- 2022: KERMIT for Sentiment Analysis in Italian Healthcare Reviews, at CLIC-it
- 2020: Pat-in-the-Loop: Declarative Knowledge for Controlling Neural Networks, at MDPI
- 2020: Pat-in-the-loop: Syntax-based Neural Networks with Activation Visualization and Declarative Control, at AI*AI
- 2020: KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations, at EMNLP
- 2017: Dialogware - the "Software" for Conversational Agents: a Modular FrameNet-based Approach, at AI*AI

Research products

  • 11573/1670705 - 2022 - KERMIT for Sentiment Analysis in Italian Healthcare Reviews (04b Atto di convegno in volume)
    MICHELE MASTROMATTEI, DARIO ONORATI
  • 11573/1643092 - 2020 - KERMIT: Complementing transformer architectures with encoders of explicit syntactic interpretations (04b Atto di convegno in volume)
    ANDREA SANTILLI, DARIO ONORATI
  • 11573/1643156 - 2020 - Pat-in-the-loop: Syntax-based neural networks with activation visualization and declarative control (04b Atto di convegno in volume)
    DARIO ONORATI, ANDREA SANTILLI

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