We have fact-checking coverage in 23 official EEA languages: Bulgarian, Croatian, Czech, Danish, Dutch, English, Estonian, Finnish, French, German, Greek, Hungarian, Italian, Latvian, Lithuanian, Norwegian, Polish, Portuguese, Romanian, Slovak, Slovenian, Spanish and Swedish.
We have fact-checking coverage in a number of other European languages or languages which affect European users, including Georgian, Russian, Turkish, and Ukrainian and we can request additional support in Azeri, Armenian, and Belarusian.
In terms of global fact-checking initiatives, we currently cover more than 50 languages and assess content in more than 100 countries, thereby improving the overall integrity of the service and benefiting European users.
In order to effectively scale the feedback provided by our fact-checkers globally, we have implemented the measures listed below.
- Fact-checking repository. We have built a repository of previously fact-checked claims to help misinformation moderators make swift and accurate decisions.
- Trends reports. Our fact-checking partners can provide us with regular reports identifying general misinformation trends observed on our platform and across the industry generally, including new/changing industry or market trends, events or topics that generated particular misinformation or disinformation.
- Proactive detection by our fact-checking partners. Our fact-checking partners are authorised to proactively identify content that may constitute harmful misinformation on our platform and suggest prominent misinformation that is circulating online that may benefit from verification.
- Fact-checking guidelines. We create guidelines and trending topic reminders for our moderators on the basis of previous fact-checking assessments. This ensures our moderation teams leverage the insights from our fact-checking partners and helps our moderators make swift and accurate decisions on flagged content regardless of the language in which the original claim was made.
- Election Speaker Series. To further promote election integrity, and inform our approach to country-level EU elections, we invited suitably qualified local and regional external experts to share their insights and market expertise with our internal teams. Our recent Election Speaker Series heard presentations from the following organisations:
- France: Agence France-Presse (AFP)
- Germany: German Press Agency (dpa)
- Austria: German Press Agency (dpa)
- Lithuania: Logically Facts
- Romania: Funky Citizens
- Ireland: Logically Facts
- Croatia: Faktograf
- Georgia: FactCheck Georgia
- Moldova: Stop Fals!
Members of moderation teams receive specialised training on misinformation and have direct access to these tools and measures, which enables them to more accurately take action on violating content across Europe and globally.
We are continuing to invest in building, and improving, models which may allow for the output of these measures to be used to update the machine learning models we use in proactive detection, learning, over time, to search for similar content which can be proactively recalled into our moderation system for review. We use a variety of automated tools, including:
- Computer Vision models, which help to detect objects so it can be determined whether the content likely contains material which violates our policies.
- Keyword lists and models are used to review text and audio content to detect material in violation of our policies. We work with various external experts, including our fact-checking partners, to inform our keyword lists.
- Where we have previously detected content that violates our policies, we use de-duplication and hashing technologies that enable us to recognise copies or near copies of such content to prevent further re-distribution of violative content on our platform.
- We launched the ability to read Content Credentials that attach metadata to content, which we can use to automatically label AI-generated content that originated on other major platforms.
Continuing to leverage the fact-checking output in this way enables us to further increase the positive impact of our fact checking programme.