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Review Open access Sep 2026

Evaluating Multilingual Safety Benchmarks for Low-Resource Languages in the Majority World

As large language models are deployed across multilingual environments, the benchmarks used to evaluate their safety remain largely designed for high-resource, English-dominant contexts. Trust & Safety systems increasingly rely on automated classifiers and generative models to moderate harmful content across dozens of...

Alisar Mustafa, Cherry Wu · 0 citations

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