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Feeding BabyLMs Macaroni: Code-Switching Curricula Cause Cross-Lingual Convergence

Rooryck, Dries et al.
arXiv (All) · Papers
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computation-and-language
Children in multilingual communities often code-switch, using multiple languages in a single utterance. Can we induce cross-lingual alignment in language models by training on code-switched text? We pretrain small decoder-only transformers on two 100M-word multilingual corpora: a base corpus formed
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