We present some initial results of a large-scale Italian project called
PRODIGIT which aims to support tax judges and lawyers through digital
technology, focusing on AI. We have focused on generation of summaries of
judicial decisions and on the extraction of related information, such as the
identification of legal issues and decision-making criteria, and the
specification of keywords. To this end, we have deployed and evaluated
different tools and approaches to extractive and abstractive summarisation. We
have applied LLMs, and particularly on GPT4, which has enabled us to obtain
results that proved satisfactory, according to an evaluation by expert tax
judges and lawyers. On this basis, a prototype application is being built which
will be made publicly available.

通过数字技术，特别是 AI，在大规模的意大利项目 PRODIGIT 中，我们成功地生成法官决定的摘要，并提取了相关信息，如法律问题的识别和决策标准的提取。我们采用了不同的工具和方法进行提取和概括，其中包括了 GPT4 和 LLMs，得到了满意的结果。基于此，我们正在构建一个原型应用，将向公众提供。