Is it easy to be Multilingual

Explored mBERT’s transfer mechanics, emphasizing syntactic, morphological, and phonological similarities as key predictors. Displayed language model performance’s critical role in cross-lingual transfer. Proposed a framework achieving 62.5% accuracy in selecting optimal source language for multilingual cross-transfer. You can find the codebase on GitHub.