| # 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 | |