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# English to Kamba
Author: Kathleen Siminyu
## Data
- The JW300 English-Kamba dataset.
## Model
- Default Masakhane Transformer translation model.
- Link to google drive folder with model(https://drive.google.com/drive/folders/1DL5JICbtNQ1hC285l3w7TiQ5LufryVw2?usp=sharing)
## Analysis
Example 1
```sh
Source: Gideon wondered how it would be possible for him to “ save Israel out of Midian’s hand . ”
Reference: Mũlaĩka ũsu nĩwaneenie vandũ va Mũmbi na amũĩkĩĩthya Ngiteoni kana Yeova aĩ vamwe nake .
Hypothesis: Ngiteoni eekũlasya ũndũ ũtonya ‘ kũtia Isilaeli . ’
```
Example 2
```sh
Source: It includes links to lists of Witnesses currently imprisoned for their faith .
Reference: 7 : 12 ) Walika Kĩsesenĩ kya jw.org no wone masyĩtwa ma Ngũsĩ ila syovetwe .
Hypothesis: Amwe ma Ngũsĩ sya Yeova nĩmoovetwe nũndũ wa mũĩkĩĩo woo .
```
Example 3
```sh
Source: And then she would try to return to Hosea .
Reference: Na ĩndĩ kyamina kũsembany’a na endwa makyo Yeova aĩtye kĩkatata kũmũsyokea Osea .
Hypothesis: Na ĩndĩ nĩwasyokie Avakuki ambĩĩa kũsyokea Hosua .
```
Example 4
```sh
Source: The Bible itself says : “ The green grass dries up , the blossom withers , but the word of our God endures forever . ” — Isaiah 40 : 8 .
Reference: Mbivilia yaĩtye atĩĩ : “ Nyeki nĩyũmaa , na ĩlaa nĩyĩvovaa ; ĩndĩ ndeto ya Ngai waitũ ĩkekala tene na tene . ” — Isaia 40 : 8 .
Hypothesis: Mbivilia yaĩtye atĩĩ : “ Na mũisyo ũla mũnene , na ndeto ya Ngai , ĩndĩ ndeto ya Ngai yĩkalĩte tene na tene . ” — Isaia 40 : 8 .
```
# Results
- BLEU dev: 14.83
- BLEU test: 24.96
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