pytorch marian seq2seq transformers translation text2text-generation
.gitattributes README.md config.json eng_lug_2021-02-17_test.txt pytorch_model.bin source.spm target.spm tokenizer_config.json vocab.json
---
tags:
- translation
---
### 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](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 |
