通过LLMs进行法律摘要：PRODIGIT项目
Legal Summarisation through LLMs: The PRODIGIT Project
AI总结：
PRODIGIT项目利用GPT4等大语言模型为意大利税务司法领域生成判决摘要并提取法律问题与决策标准，经专家评估效果满意，并正构建公开原型应用。
摘要：
我们展示了一个名为PRODIGIT的意大利大型项目的初步成果，该项目旨在通过数字技术支持税务法官和律师，重点关注人工智能。我们专注于生成司法判决的摘要，并提取相关信息，例如识别法律问题和决策标准，以及指定关键词。为此，我们部署并评估了用于抽取式摘要和生成式摘要的不同工具和方法。我们应用了LLMs，特别是GPT4，这使我们能够获得令人满意的结果，根据税务法官和律师专家的评估。在此基础上，正在构建一个原型应用程序，并将公开提供。
英文摘要：
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.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
