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Results of the evaluation of fact-checking tools

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NIAID Data Ecosystem2026-05-02 收录
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https://zenodo.org/record/14991091
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Scenario for evaluating fact-checking tools in messages and newsObjective: to evaluate the ability of fact-checking tools to determine the truthfulness of news articles using keywords generated by artificial intelligence.Input: real (TRUE) and fake news (FALSE):1.    Attack on Kyiv region: police showed photos of destruction - TRUE;2.    No 'red lines' in Ukraine support, French foreign minister tells BBC - TRUE;3.    Kyiv is in shock. Residents of Pokrovsk say they are waiting for Russian liberators - FALSE;4.    Russian troops grind towards Pokrovsk, take second Ukrainian town in a week - FALSE.Steps.1.    Select the news.2.    Create a set of relevant keywords from the news text using the ChatGPT dialogue template: "Hi. Could you please create a list of the most relevant keywords for the article link to the article?"3.    Enter the keywords into the fact-checking tool.4.    Record the result of the tool's evaluation.
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2025-03-19
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