The Italian Digital Media Observatory (IDMO) project, part of a European initiative, focuses on countering disinformation and fake news. This report outlines contributions from Rai-CRITS to the project, including: (i) the creation of novel datasets for testing technologies (ii) development of an automatic model for categorizing Pagella Politica verdicts to facilitate broader analysis (iii) creation of an automatic model for recognizing textual entailment with exceptional accuracy on the FEVER dataset (iv) assessment using GPT-4 to identify textual entailmen (v) a game to raise awareness about fake news at national events.
翻译:摘要:意大利数字媒体观察站(IDMO)项目是欧洲倡议的一部分,旨在应对虚假信息和假新闻。本报告概述了来自Rai-CRITS对该项目的贡献,包括:(i) 创建用于测试技术的新型数据集;(ii) 开发用于对Pagella Politica裁决进行自动分类的模型,以促进更广泛的分析;(iii) 构建在FEVER数据集上具有卓越精度的文本蕴含自动识别模型;(iv) 利用GPT-4评估文本蕴含识别;(v) 在全国性活动中设计提升对假新闻认知的游戏。