For years, social media companies have focused their automatic content detection and removal efforts more on English than the 7,000 other languages.
This has led them to overlook or ignore the impact of human rights violations in many of these countries.
A new technology called multilingual large language models has fundamentally changed how they think about content moderation.
It allows them to more easily detect and remove harmful content in a variety of languages.
Why might multilingual models be less able to identify harmful content than social Media companies suggest?UXI discusses the role of language in this chapter and discusses the possible applications of this new technology.
He discusses how different kinds of models are from those used by social networks like Facebook and Twitter and explains how different types of models can be
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