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:意大利数字媒体观察站(IDMO)作为欧洲倡议的一部分,致力于应对虚假信息与假新闻。本报告概述了Rai-CRITS在该项目中的贡献,包括:(i) 创建用于技术测试的新颖数据集;(ii) 开发自动分类"帕格雷政治"裁决的模型以促进更广泛分析;(iii) 构建在FEVER数据集上具有卓越准确率的文本蕴含自动识别模型;(iv) 利用GPT-4进行文本蕴含的评估;(v) 在全国性活动中开发提升公众对假新闻认知度的互动游戏。