MACHINE LEARNING APPROACH TO TRANSLATION OF ENGLISH TO LUGANDA
BY
SSEMWANGA MICHAEL TENDO
17/U/1120
SUPERVISED BY
AMBROSE SERUNJOGI
A DISSERTATION SUBMITTED TO THE SCHOOL OF STATISTICS AND PLANNING IN FULFILLMENT OF THE REQUIREMENT FOR THE AWARD OF THE DEGREE OF
BACHELOR OF STATISTICS
AT
MAKERERE UNIVERSITY
- source languages: en
- target languages: lg
- dataset: self-generated
- model: transformer-align
- test set translations: eng_lug_2021-02-17_test.txt
Benchmarks
| testset | BLEU | chr-F |
|---|---|---|
| JW300.en.lg | 30.4 | 0.543 |
| Tatoeba.en.lg | 5.7 | 0.386 |
