| # English to Yoruba | |
| Author: Kolawole Tajudeen | |
| ## Data | |
| - The JW300 English-Yoruba dataset. | |
| ## Model | |
| - Default Masakhane Transformer translation model. | |
| - [Link to google drive folder with models](https://drive.google.com/open?id=11df3sipDiv7wXtdRnB01KH72krFsNU4r) | |
| ## Analysis | |
| TO DO | |
| Example 1 | |
| ```sh | |
| Source: He is the Source of life , the One giving it as an undeserved gift through Christ . | |
| Reference: Òun ni Orísun ìyè , Ẹni tí ń fi ìyè fúnni gẹ́gẹ́ bí ẹbùn tí a kò lẹ́tọ̀ọ́ sí nípasẹ̀ Kristi . | |
| Hypothesis: Òun ni Orísun ìyè , Ẹni tí ń fi í fúnni gẹ́gẹ́ bí ẹ̀bùn àìlẹ́tọ̀ọ́sí nípasẹ̀ Kristi . | |
| ``` | |
| Example 2 | |
| ```sh | |
| Source: Do I value material things more than my relationship with Jehovah and with people ? | |
| Reference: Ṣé àwọn nǹkan tara ló jẹ mí lógún jù àbí àjọṣe mi pẹ̀lú Jèhófà àtàwọn èèyàn ? | |
| Hypothesis: Ǹjẹ́ mo mọyì àwọn nǹkan tara ju àjọṣe mi pẹ̀lú Jèhófà àti pẹ̀lú àwọn èèyàn lọ ? | |
| ``` | |
| Example 3 | |
| ```sh | |
| Source: He has far more experience and stamina than you do , but he patiently walks near you . | |
| Reference: Ẹni tẹ́ ẹ jọ ń lọ yìí mọ ọ̀nà yẹn dáadáa . | |
| Hypothesis: Ó ní ìrírí tó pọ̀ gan - an , ó sì tún ní ìrírí tó ju tìẹ lọ , àmọ́ ó fi sùúrù rìn nítòsí rẹ . | |
| ``` | |
| Example 4 | |
| ```sh | |
| Source: Now I had to find a legitimate line of work . | |
| Reference: Torí náà , mo ní láti wá iṣẹ́ gidi . | |
| Hypothesis: Ní báyìí , mo ní láti wá iṣẹ́ tó dára . | |
| ``` | |
| # Results | |
| Tokenization | BLEU dev | BLEU test | |
| --- | --- | --- | |
| BPE| 31.03 | 38.62 | |
| ## BPE | |
| - [Link to google drive folder with bpes](https://drive.google.com/open?id=1-63nP5CqUa8JRGLRxRY6vKZd9jgM-Y9_) | |