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Multilingual LLMs exhibit a surprising "American bias," even when prompted in other languages, and instruction tuning makes it worse.
Skip the costly annotation bottleneck: a clever translation and projection method lets you train high-quality semantic role labelers in new languages, even beating GPT-4o.
