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# English to Swahili
Author: Kathleen Siminyu
## Data
- The JW300 English-Swahili dataset.
## Model
- Default Masakhane Transformer translation model.
- Link to google drive folder with model(https://drive.google.com/drive/folders/1k2wUwWGc1JLBGlV5Ed0WMNnvp_GV_gm2?usp=sharing)
## Analysis
Example 1
```sh
Source: She became pregnant at the age of 17 .
Reference: Alipata mimba akiwa na umri wa miaka 17 .
Hypothesis: Alikuwa na mimba akiwa na umri wa miaka 17 .
```
Example 2
```sh
Source: The Bible does not promote credulity .
Reference: Biblia haipendekezi wepesi wa kuamini bila ushuhuda .
Hypothesis: Biblia haisemi kwamba mtu ana sifa ya kukubali sababu .
```
Example 3
```sh
Source: What are some things that cause anxiety , and what can anxiety result in ?
Reference: Ni baadhi ya mambo gani yanayosababisha hangaiko , na hangaiko laweza kutokeza nini ?
Hypothesis: Ni mambo gani yanayosababisha mahangaiko , na mahangaiko yanaweza kukufanyaje ?
```
Example 4
```sh
Source: Lots of hugs and kisses .
Reference: Kukumbatia kwingi na busu nyingi .
Hypothesis: Mabusu na mabusu .
```
# Results
- BLEU train: 37.97
- BLEU dev: 37.64
- BLEU test: 48.94
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