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.
Dettaglio pubblicazione
2023, Intelligent Information Systems CAiSE 2023, Pages - (volume: 477)
Cicero: An AI-based Writing Assistant for Legal Users (04b Atto di convegno in volume)
DE LUZI Francesca, Macri Mattia, Mecella Massimo, Mencattini Tommaso
ISBN: 978-3-031-34673-6
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