K Karthikeyan

Multilingual CheckList: Generation and Evaluation

2022

Multilingual evaluation benchmarks usually contain limited high-resource languages and do not test models for specific linguistic capabilities.CheckList (Ribeiro et al., 2020) is a template-based evaluation approach that tests models for specific capabilities.The CheckList template creation …

Cross-Lingual Ability of Multilingual BERT: An Empirical Study

2019 · arXiv (Cornell University)

Recent work has exhibited the surprising cross-lingual abilities of multilingual BERT (M-BERT) -- surprising since it is trained without any cross-lingual objective and with no aligned data. In this work, we provide a comprehensive study …