arxiv:2310.11097

Experimenting AI Technologies for Disinformation Combat: the IDMO Project

Published on Oct 17, 2023

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Abstract

Contributions include novel datasets, automatic models for categorization and entailment, GPT-4 evaluation, and awareness games to combat disinformation and fake news.

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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 identify textual entailmen (v) a game to raise awareness about fake news at national events.

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