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 detecting content treatment style (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)项目作为欧洲一项倡议的组成部分,专注于应对虚假信息和假新闻。本报告概述了Rai-CRITS对该项目的贡献,包括:(i)创建用于技术测试的新型数据集;(ii)开发自动分类模型以对Pagella Politica的裁决进行分类,从而促进更广泛的分析;(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评估内容处理风格检测效果;(v)开发一款旨在在全国性活动中提升公众对假新闻认知度的游戏。