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)作为欧洲合作计划的一部分,致力于对抗虚假信息和假新闻。本报告概述了Rai-CRITS在该项目中的贡献,具体包括:(i) 创建新型数据集用于技术测试;(ii) 开发自动分类《帕格拉政治》裁决结果的模型,以促进更广泛的分析工作;(iii) 构建在FEVER数据集上实现高精度的文本蕴含识别自动模型;(iv) 利用GPT-4进行文本蕴含识别评估;(v) 设计在国家级活动中提升公众对假新闻认知度的教育游戏。