| ## ENGLISH TO SWAHILI | |
| Author: Sackey Freshia | |
| ## DATA | |
| ```sh | |
| - The JW300 English-Swahili dataset | |
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| ## Model | |
| Transformer model (Using JoeyNMT) | |
| Link to model: | |
| ```sh | |
| https://drive.google.com/file/d/1XB00wUjQsZL81GeCLreE5Iclss4m7LgY/view?usp=sharing | |
| ``` | |
| ## Analysis | |
| Example 1 | |
| ```sh | |
| Source: Katika mwaka wa 1997 wasichana 90,000 walipata mimba huko Uingereza . | |
| Reference: There were almost 90,000 conceptions to teenagers in England in 1997 . | |
| Hypothesis: In 1997 90,000 girls became pregnant in Britain . | |
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| Example 2 | |
| ```sh | |
| Source: Lazima ujikakamue kujua kile isemacho Biblia kusudi usadikishwe na kutegemeka kwake . | |
| Reference: You must exert yourself to find out what the Bible says so as to be convinced of its reliability . | |
| Hypothesis: You must decide to know what the Bible says to be convinced and reliable to him . | |
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| Example 3 | |
| ```sh | |
| Source: Kwenye kituo kikuu katika jiji la Strasbourg , ambalo ni makao ya Mahakama ya Ulaya ya Haki za Kibinadamu , wasafiri walipanga foleni wakisubiri kupata nakala yao . | |
| Reference: In Strasbourg , home of the European Court of Human Rights , travelers at the central station line up patiently to receive their copy . | |
| Hypothesis: At the center in the city of Strasbourg , a European Court of Human Rights , travelers arranged to send up in waiting for their copy . | |
| ``` | |
| Example 4 | |
| ```sh | |
| Source: Kukumbatia kwingi na busu nyingi . | |
| Reference: Lots of hugs and kisses . | |
| Hypothesis: Membering many and discreet . | |
| ``` | |
| ## RESULTS | |
| - BLEU train: 36.14 | |
| - BLEU dev: 36.08 | |
| - BLEU test: 48.79 | |