Road traffic accidents (RTA) are a prevalent cause of fatality with African countries having
the highest fatality index (25–34 per quota). The World Health Organization estimates …

Despite impressive advancements in multilingual corpora collection and model training,
develo** large-scale deployments of multilingual models still presents a significant …

This paper describes our team's participation in Task 1 of the Conference and Labs of the
Evaluation Forum (CLEF eHealth 2021). The Task 1 challenge targets Named Entity …

In Persian, the grammatical particle ezafe connects two words. Ezafe is one of the salient
factors in Persian phonology and morphology to understand the meaning of a sentence …

Models are increasing in size and complexity in the hunt for SOTA. But what if those 2\%
increase in performance does not make a difference in a production use case? Maybe …

Token embeddings in multilingual BERT (m-BERT) contain both language and semantic
information. We find that the representation of a language can be obtained by simply …

Abstract Natural Language Processing builds the foundation for a wide range of language-
based applications. While widely spread languages benefit from a wide selection of …

Abstract Machine learning models often require large annotated datasets for training in
order to obtain accurate results. However, the scarcity of the labeled data is a bottleneck for …