| # English to Urhobo | |
| Author: iroro orife | |
| ## Data | |
| - The JW300 English-Urhobo dataset. | |
| ## Model | |
| - Default Masakhane Transformer translation model. | |
| - [Link to google drive folder with models](https://drive.google.com/open?id=1-0REUw5fg_Y13wrKgE9RFD_iljOsXykr) | |
| ## Analysis | |
| The dataset requires more preprocessing to remove special characters and Scripture chapters/verse names & figures. This will make the model more generally useful outside of religious text translations. | |
| Example 1 | |
| ```sh | |
| Source: But freedom from what ? | |
| Reference: Ẹkẹvuọvo , ẹdia vọ yen egbomọphẹ na che si ayen nu ? | |
| Hypothesis: ( 1 Pita 3 : 1 ) Ẹkẹvuọvo , die yen egbomọphẹ | |
| ``` | |
| Example 2 | |
| ```sh | |
| Source: Today he is serving at Bethel . | |
| Reference: Nonẹna , ọ ga vwẹ Bẹtẹl . | |
| Hypothesis: Nonẹna , ọ ga vwẹ Bẹtẹl asaọkiephana . | |
| ``` | |
| # Results | |
| Tokenization | BLEU dev | BLEU test | |
| --- | --- | --- | |
| BPE| 15.91 | 28.82 | |
| Word-level | 11.80 | 22.39 | |