Salvatore Greco

Thesis title

Inspecting Deep NLP Models - Innovative Techniques for Explainability, Fairness, and Concept Drift in Natural Language Classification

Tutors

• Tania Cerquitelli
• Elena Maria Baralis

Master of Science

• Data science and machine learning for engineering applications. A.A. 2023/24, INGEGNERIA CHIMICA E DEI PROCESSI SOSTENIBILI. Collaboratore del corso
• Explainable and trustworthy AI. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Applied data science project. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

Bachelor of Science

• Basi di dati. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
• Basi di dati. A.A. 2021/22, INGEGNERIA INFORMATICA. Collaboratore del corso

• DBDM - Database and Data Mining Group (DAUIN)

• Greco, Salvatore; Zhou, Ke; Capra, Licia; Cerquitelli, Tania; Quercia, Daniele (In stampa)
  NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers. In: CSCW '24: Computer-Supported Cooperative Work and Social Computing
  Contributo in Atti di Convegno (Proceeding)
• Greco, Salvatore; Vacchetti, Bartolomeo; Apiletti, Daniele; Cerquitelli, Tania (2024)
  DriftLens: A Concept Drift Detection Tool. In: Proceedings 27th International Conference on Extending Database Technology ( EDBT 2024 ), Paestum (IT), 25th March - 28th March, 2024, pp. 806-809. ISBN: 978-3-89318-091-2
  Contributo in Atti di Convegno (Proceeding)
• La Quatra, Moreno; Greco, Salvatore; Cagliero, Luca; Tonti, Michela; Dragotto, ... (2024)
  Building Foundations for Inclusiveness through Expert-Annotated Data. In: Data Analytics solutions for Real-LIfe APplications (DARLI-AP) workshop, Paestum (IT), March 25-28, 2024. ISSN 1613-0073
  Contributo in Atti di Convegno (Proceeding)
• LA QUATRA, Moreno; Greco, Salvatore; Cagliero, Luca; Cerquitelli, Tania (2023)
  Inclusively: An AI-Based Assistant for Inclusive Writing. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Turin (ITA), September 18th-22th 2023, pp. 361-365. ISSN 0302-9743. ISBN: 978-3-031-43429-7
  Contributo in Atti di Convegno (Proceeding)
• Gallipoli, Giuseppe; LA QUATRA, Moreno; REGE CAMBRIN, Daniele; Greco, Salvatore; ... (2023)
  DANTE at GeoLingIt: Dialect-Aware Multi-Granularity Pre-training for Locating Tweets within Italy. In: EVALITA 2023, Parma, September 7th-8th 2023
  Contributo in Atti di Convegno (Proceeding)