Unverified50% confidenceFactExact time
Multilingual self-supervised models such as XLSR and MMS extend the self-supervised approach to dozens or even thousands of languages.
1
Sources
50%
Confidence
Long-term
Relevance
10/2/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedMeta's MMS (Massively Multilingual Speech) project has already covered pre-trained models for more than 1,100 languages.75% similarUnverifiedA significant portion of the size of large language models (especially MoE architectures) is used to support multilingual capabilities.71% similarUnverified现代多语言模型如mT5、BLOOM和Llama系列在数百种语言的文本上联合训练，通过共享词汇表和跨语言注意力机制构建跨语言语义地图70% similarVerified大语言模型通过在数千亿乃至数万亿个词元（Token）的文本数据上进行自监督预训练69% similar
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