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 PARTIAL FULFILLMENT FOR 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
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