| # 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 | |