Search Results for author: Muhammad Umair Nasir

Found 3 papers, 2 papers with code

Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation.

no code implementations NAACL (MIA) 2022 Muhammad Umair Nasir, Innocent Mchechesi

Stemming from the limited availability of datasets and textual resources for low-resource languages such as isiZulu, there is a significant need to be able to harness knowledge from pre-trained models to improve low resource machine translation.

Machine Translation Transfer Learning +1

Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation

1 code implementation17 May 2022 Muhammad Umair Nasir, Innocent Amos Mchechesi

Stemming from the limited availability of datasets and textual resources for low-resource languages such as isiZulu, there is a significant need to be able to harness knowledge from pre-trained models to improve low resource machine translation.

Low-Resource Neural Machine Translation Transfer Learning +1

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