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Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions
For the mBART finetuning setup, provided by the organizers, our method shows 7% and 5% relative improvement over baseline, in sacreBLEU score on the test set for Pashto and Khmer respectively.
Morphology-aware Word-Segmentation in Dialectal Arabic Adaptation of Neural Machine Translation
Parallel corpora available for building machine translation (MT) models for dialectal Arabic (DA) are rather limited.
Synthetic Data for Neural Machine Translation of Spoken-Dialects
Our approach is language independent and can be used to generate data for any variant of the source language such as slang or spoken dialect or even for a different language that is closely related to the source language.
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