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)项目作为欧洲倡议的一部分,专注于应对虚假信息与假新闻。本报告概述了Rai-CRITS对本项目的贡献,包括:(i) 创建用于技术测试的新型数据集;(ii) 开发自动分类模型对Pagella Politica裁决进行归类,以促进更广泛的分析;(iii) 构建在FEVER数据集上具有卓越准确率的文本蕴含识别自动模型;(iv) 利用GPT-4评估文本蕴含识别效果;(v) 设计一款科普游戏,用于在全国性活动中提高公众对假新闻的认知。