1 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.CL2023★ 1 cited
Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning
Genta Indra Winata, Lingjue Xie, Karthik Radhakrishnan +5
Real-life multilingual systems should be able to efficiently incorporate new languages as data distributions fed to the system evolve and shift over time. To do this, systems need…
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…