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

arXiv:2609.30535v1 Announce Type: new Abstract: 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…

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  1. 2026-09-28 04:00 · arXiv cs.CL
    Feeding BabyLMs Macaroni: Code-Switching Curricula Cause Cross-Lingual Convergence

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