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Experimenting AI Technologies for Disinformation Combat: the IDMO Project

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arxiv 2310.11097 v5 pith:H6BBLDOL submitted 2023-10-17 cs.CL

classification cs.CL
keywords projectautomaticcreationdisinformationfakeidmomodelnews
verification ladder T0 review T1 audit T2 compute T3 formal

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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.

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