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cs.CL2022★ 1 cited
How Do Multilingual Encoders Learn Cross-lingual Representation?
Shijie Wu
NLP systems typically require support for more than one language. As different languages have different amounts of supervision, cross-lingual transfer benefits languages with littl…
cs.CL2022
Zero-shot Cross-lingual Transfer is Under-specified Optimization
Shijie Wu, Benjamin Van Durme, Mark Dredze
Pretrained multilingual encoders enable zero-shot cross-lingual transfer, but often produce unreliable models that exhibit high performance variance on the target language. We post…