| # English to Ẹ̀dó | |
| Author: iroro orife | |
| ## Data | |
| - The JW300 English-Ẹ̀dó (bin) dataset. | |
| ## Model | |
| - Default Masakhane Transformer translation model. | |
| - [Link to google drive folder with models](https://drive.google.com/drive/folders/18P6HH9wavVpaR3UufoiUsTeqMnkvc1He) | |
| ## Analysis | |
| The dataset requires more preprocessing to remove special characters and Scripture chapters/verse names & figures. Also it is very small, which is the primary limiting factor on being able to learn anything useful. | |
| Example 1 | |
| ```sh | |
| Source: What are the rewards for being humble ? | |
| Reference: Ma ghaa mu egbe rriotọ , de afiangbe na lae miẹn ? | |
| Hypothesis: De emwi nọ khẹke ne ọmwa nọ dizigha ọyẹvbu ru ? | |
| ``` | |
| Example 2 | |
| ```sh | |
| Source: One reason is that he rules with love . Indeed , our hearts are touched by how he chooses to exercise his sovereignty . | |
| Reference: Ọna ẹre ọ si ẹre ne Arriọba ọghẹe na maan sẹ ọghe emwa ọvbehe , ere ọ vbe si ẹre ne emwa ne irẹn kha yan na mwẹ agbẹkunsotọ . | |
| Hypothesis: Ọ keghi re odẹ ọkpa ne ima ya rhiẹre ma wẹẹ ima hoẹmwẹ ọnrẹn kevbe wẹẹ , irẹn ẹre ọ gele mwẹ asẹ ne a ya khaevbisẹ . | |
| ``` | |
| # Results | |
| Tokenization | BLEU dev | BLEU test | |
| --- | --- | --- | |
| BPE| 7.92 | 12.49 | |
| Word-level | 5.99 | 8.24 | |