This paper presents the problem statement and the research approach on an Italian project in the field of e-justice. We present the motivation and methodology for the application of an automatic writing assistant pipeline to Italian civil cases. The proposed solution is based on fine-tuning a transformer on a pre-processed corpus of Italian civil judgments. The resulting language model may be deployed as a writing assistant for legal users, in order to improve the efficiency of text writing, or further fine-tuned to be deployed in other law-related NLP tasks.

Cicero: An AI-based Writing Assistant for Legal Users / DE LUZI, Francesca; Macri, Mattia; Mecella, Massimo; Mencattini, Tommaso. - 477:(2023). (Intervento presentato al convegno 35th International Conference on Advanced Information Systems Engineering, CAiSE'23 tenutosi a ZARAGOZA, SPAIN) [10.1007/978-3-031-34674-3_13].

Cicero: An AI-based Writing Assistant for Legal Users

Francesca De Luzi
;
Mattia Macri;Massimo Mecella;Tommaso Mencattini
2023

Abstract

This paper presents the problem statement and the research approach on an Italian project in the field of e-justice. We present the motivation and methodology for the application of an automatic writing assistant pipeline to Italian civil cases. The proposed solution is based on fine-tuning a transformer on a pre-processed corpus of Italian civil judgments. The resulting language model may be deployed as a writing assistant for legal users, in order to improve the efficiency of text writing, or further fine-tuned to be deployed in other law-related NLP tasks.
2023
35th International Conference on Advanced Information Systems Engineering, CAiSE'23
e-justice; legal text generation; language models
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Cicero: An AI-based Writing Assistant for Legal Users / DE LUZI, Francesca; Macri, Mattia; Mecella, Massimo; Mencattini, Tommaso. - 477:(2023). (Intervento presentato al convegno 35th International Conference on Advanced Information Systems Engineering, CAiSE'23 tenutosi a ZARAGOZA, SPAIN) [10.1007/978-3-031-34674-3_13].
File allegati a questo prodotto
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1697383
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 2
  • ???jsp.display-item.citation.isi??? ND
social impact