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