Irene Benedetto

Thesis title

Enhancing Legal Document Processing through Natural Language Understanding and Generation techniques

Research topic

Development and application of natural language techniques for the enrichment of predictive models

Tutors

• Luca Cagliero

Research presentation

Poster

Bachelor of Science

• Basi di dati. A.A. 2023/24, INGEGNERIA INFORMATICA. Collaboratore del corso
• Basi di dati. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso

• Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca (2025)
  LegItBART: a summarization model for Italian legal documents. In: ARTIFICIAL INTELLIGENCE AND LAW. ISSN 0924-8463
  Contributo su Rivista
• Benedetto, Irene; Cagliero, Luca; Ferro, Michele; Tarasconi, Francesco; Bernini, ... (2025)
  Leveraging large language models for abstractive summarization of Italian legal news. In: ARTIFICIAL INTELLIGENCE AND LAW. ISSN 0924-8463
  Contributo su Rivista
• Rege Cambrin, Daniele; Gallipoli, Giuseppe; Benedetto, Irene; Cagliero, Luca; Garza, ... (2024)
  Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning. In: The 2024 Conference on Empirical Methods in Natural Language Processing, Miami, Florida, November 12 –16, 2024, pp. 12060-12079
  Contributo in Atti di Convegno (Proceeding)
• Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca; Vassio, Luca; Trevisan, Martino (2024)
  TASP: Topic-based abstractive summarization of Facebook text posts. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 225, Part B. ISSN 0957-4174
  Contributo su Rivista
• Benedetto, I.; Cagliero, L.; Tarasconi, F. (2024)
  Extreme Classification of European Union Law Documents driven by Entity Embeddings. In: EDBT/ICDT 2024 Joint Conference, Paestum (IT), 25-29 March 2024. ISSN 1613-0073
  Contributo in Atti di Convegno (Proceeding)